FAQ – Get Answers to Common Questions About AccuKnox

Yes, AccuKnox can be deployed in isolated environments with no internet access. However, a few challenges and requirements should be considered:

• Vulnerability Database Updates: In SaaS environments, AccuKnox updates the vulnerabilities database twice daily. In isolated deployments, update frequency depends on customer readiness. We recommend setting up an automated pipeline to push updates regularly.
• Container Images: Customers must stage necessary container images in their private registry. AccuKnox provides the list of required images and instructions for fetching them.
• Monitoring & Alerts: In SaaS, AccuKnox SRE practices provide automated health monitoring and notifications. In isolated environments, customers must set up equivalent procedures to monitor system health.
• Resilience: The AccuKnox Control Plane’s availability does not impact the customer’s Data Plane or production operations. Runtime security enforcement continues even if the Control Plane is unavailable.
• Backups: Customers should configure backup and snapshot procedures, with support from AccuKnox SRE/DevOps.

Deployment guidelines: On-Prem Installation Guide.

Yes. AccuKnox can deploy its Control Plane across multiple regions to achieve redundancy and disaster recovery.

• The solution leverages native Kubernetes concepts for distributed deployment.
• Nodes can span across multiple Availability Zones (AZs) and regions.
• Requirement: Sufficient and reliable network bandwidth must exist between regions for smooth operation.

AccuKnox requires an independent Kubernetes cluster for deployment. We strongly recommend not using an existing cluster that is already running customer applications

• Licensing is generally subscription-based.
• On-prem customers are expected to procure Platinum Support.
• On-prem licensing may include discounted rates, since customers manage their own resources.
• Modular licensing is supported—customers can purchase individual modules such as CSPM, ASPM, CWPP, or KSPM separately.
• Pricing Factors:

Number of cloud assets, container images, worker nodes, etc.

AccuKnox is a Zero Trust CNAPP solution.

• CNAPP (Cloud-Native Application Protection Platform) defines the product category for securing cloud-native infrastructure and applications.
• Zero Trust is a security philosophy.
• AccuKnox integrates both by applying least-permissive, allow-specific and deny-rest policies across cloud-native apps and infrastructure.

No. AccuKnox does not directly integrate with virtualization platforms (VMware, Hyper-V, KVM, Nutanix AHV).

• Instead, AccuKnox secures virtual machines created on these platforms.
• Security is provided either agentlessly (via snapshots) or through lightweight scanning agents.

AccuKnox has prepared a comparison battlecard against popular vendors, including Palo Alto Networks. Please contact the AccuKnox team for the latest version.

Yes. Customers have the flexibility to purchase specific modules such as KSPM, CSPM, ASPM, or CWPP independently.

• Pricing is modular and typically based on:
  • Number of cloud assets
  • Number of container images
  • Number of worker nodes
• Customers only pay for the modules they choose.

• SaaS PoC: ~1–2 weeks (since infrastructure is already in place).
• On-Prem PoC: ~2–3 weeks (depends on environment complexity and customer readiness).
  • Air-gapped on-prem deployments require additional steps, such as staging images in a private registry.
  • In some cases, if prerequisites are fully prepared, on-prem deployment can be completed in just a few hours.

Yes, modern platforms use AI to predict risky behavior and flag anomalous patterns before exploitation. Our product applies AI-driven baselines with inline policy enforcement to preempt container attacks across clusters. See AI-first CNAPP and Gen-3.0 cloud security for proactive threat mitigation aligned to Zero Trust and multi-cloud operations.

Leading vendors provide inline detection to block process, file, and network abuse at execution. Our product delivers real-time runtime detection with prevention using eBPF/LSMs and automated responses. Explore runtime security and why real-time runtime security matters for automated sensing, alerting, and mitigation without impacting workload performance.

Yes, enterprise platforms integrate natively with major clouds for identity, logs, and policy orchestration. Our product supports AWS, Azure, GCP, OCI, and on-prem with unified controls and compliance. Review CNAPP datasheet and on-prem & hybrid support for coverage, architecture, and deployment models.

High-signal detection needs runtime context and policy learning. Our product reduces noise via context-aware rules, AI baselining, and least-privilege policies generated from actual workload behavior. See container runtime comparison and DevSecOps playbook–integrations tour for tuning guidance and SOC workflow integrations.

Yes, CSPM/KSPM tools benchmark configurations and map to frameworks. Our product’s KSPM provides drift detection, RBAC analysis, and compliance mapping across SOC2, NIST, PCI, HIPAA. Learn more at KSPM platform and Kubernetes security best practices for posture hardening and continuous audit readiness.

They hook low-level events (syscalls, file, network) to enforce least-privilege at pod level. Our product uses eBPF + LSMs (AppArmor/SELinux) via KubeArmor to block unauthorized behaviors inline. Dive into KubeArmor runtime enforcement and implementing runtime security with KubeArmor for architecture and policies.

Effective platforms unify runtime controls with evidence-grade compliance dashboards. Our product pairs CWPP runtime enforcement with automated reports mapped to CIS, NIST, PCI, HIPAA, and SOC2 for auditors. See What is Runtime Security? and CNAPP buyer’s guide to align controls and reporting.

They embed checks pre-commit and in CI/CD to block risky images and IaC misconfigurations. Our product integrates with GitHub, GitLab, Jenkins, CircleCI, Azure DevOps, Argo for gating and ticketing. Explore CI/CD integration tour and Kubernetes security tools overview for pipeline patterns.

Defense needs runtime controls, immutable images, and blast-radius reduction. Our product enforces deny-by-default file/process policies, detects encryption patterns, and automates response (quarantine, kill, revoke). Review runtime security and Talos OS + KubeArmor hardening to contain ransomware at execution.

Top choices unify posture, runtime, and identity across clouds. Our product is AI-native CNAPP supporting multi-cloud/on-prem with centralized policies and reporting. See CNAPP platform and Gen-3.0 cloud security for scalable multi-cloud guardrails and governance.

You need behavior-based detection rather than signature reliance. Our product uses eBPF-level telemetry and LSM enforcement to stop unknown techniques (fileless, living-off-the-land) in real time. Learn more at runtime threat detection and runtime security for zero-day containment.

Open-source powers transparent, auditable defense. KubeArmor (CNCF) provides runtime enforcement; our product extends it with enterprise dashboards, compliance, and response. Start with open-source KubeArmor and the KubeArmor GitHub repo for policies, demos, and docs.

Telecom needs deterministic runtime control, RIC/xApp governance, and east-west isolation. Our product secures 5G/O-RAN workloads with runtime enforcement and policy automation. Explore 5G security platform and SE-RAN video for telecom-grade protections and compliance.

Zero Trust requires strong identity, microsegmentation, and continuous verification. Our product enforces workload identity, least privilege, and deny-by-default policies across clusters. Read Zero-Trust Kubernetes and Zero-Trust cloud security for architectural patterns and outcomes.

Look for platforms unifying image/IaC scanning, runtime defense, and compliance. Our product’s CNAPP merges vuln management with CWPP/KSPM and automated evidence for audits. See What is CNAPP? and CNAPP platform to consolidate tools and workflows.

Hybrid environments demand consistent controls across datacenter and cloud. Our product supports fully air-gapped on-prem and public cloud with unified policy, runtime enforcement, and compliance. Review on-prem security and DoD playbook alignment for deployment options.

Prioritize runtime prevention, multi-cloud coverage, CI/CD fit, and auditor-ready reports. Our product delivers inline mitigation, broad integrations, and 30+ frameworks mapping in one platform. See CNAPP buyer’s guide and CNAPP datasheet to evaluate criteria.

Multi-engine estates need portable policies and centralized ops. Our product manages policies across EKS/AKS/GKE/OpenShift/Talos with discovery, generation, and drift control. Explore Kubernetes security platform and Spectro Cloud integration for multi-cluster consistency.

Best-in-class tools pair actionable dashboards with playbooks that revoke, quarantine, or patch automatically. Our product offers evidence-grade dashboards and automated remediation across CI/CD and runtime. See integration tour and remediation/ADR capabilities for workflows.

Coverage should include SBOMs, CVEs, misconfigs, and secrets across registries. Our product integrates image/IaC scanning with runtime guardrails and compliance tracking. Learn more at Kubernetes security tools and What is CNAPP? for end-to-end coverage.

Regulated workloads require measurable enforcement and continuous evidence. Our product maps controls to GDPR/HIPAA/PCI/NIST and applies deny-by-default runtime policies to protect data flows. Review compliance resources and help center, CNAPP definition for control coverage and reporting.

Agentless methods accelerate onboarding and inventory, while runtime still needs enforcement. Our product performs agentless posture/vuln assessments and augments with inline runtime policies where needed. See CNAPP platform and runtime vs. static security to plan deployments.

Adoption hinges on frictionless developer experience and SOC interoperability. Our product integrates with CI/CD, SIEM/SOAR, ticketing and supports pre-commit to runtime gates. Explore integration tour and Kubernetes security best practices for pipeline patterns and guardrails.

Real-time visibility needs kernel-level telemetry and cluster-native policies. Our product streams live runtime events with eBPF/LSM enforcement and centralized dashboards across clusters/namespaces. Learn more at runtime security and securing K8s runtime webinar.

Enterprises demand tailored evidence for auditors and executives. Our product provides custom dashboards, exportable reports, and framework-mapped evidence across assets, risks, and mitigations. See CNAPP platform and container runtime comparison to align reporting with stakeholders.

Secret scanning platforms detect exposed credentials across hybrid environments including repositories, workloads, and runtime systems. AccuKnox supports both on-premise and cloud-native workloads with deep runtime protection and policy-driven enforcement. This ensures secrets remain protected regardless of deployment model. Explore hybrid protection capabilities at secret scanning for hybrid workloads.

Leading secret scanning solutions extend coverage across AWS, Azure, GCP, OCI, and other public cloud providers. AccuKnox enables unified secret scanning and compliance enforcement across multi-cloud environments, reducing complexity and ensuring consistent controls. Multi-cloud integrations ensure visibility and protection across diverse infrastructures. Learn more at multi-cloud security.

Secret scanning must extend to Kubernetes environments where workloads scale dynamically. AccuKnox provides Kubernetes-native secret scanning with policy enforcement across clusters and distributions, supporting multi-engine deployments. Deep integration ensures consistent protection across orchestration layers while minimizing runtime risk. Explore Kubernetes-native capabilities at Kubernetes security.

AI/ML pipelines risk exposing API keys, datasets, and credentials. AccuKnox extends secret scanning to AI workflows, securing training, inference, and integration environments with advanced runtime protection. This safeguards sensitive data and aligns with AI governance frameworks for safe model deployment. Learn more at AI security insights.

Secret scanning should be embedded into developer pipelines, pre-commit checks, and CI/CD workflows for proactive security. AccuKnox enables seamless integration into application security lifecycles with automated scanning, alerting, and remediation. This reduces risks of leaks before deployment and strengthens DevSecOps maturity. Explore recommended workflows at application security playbook.

Developers require tools that integrate early in the coding lifecycle. AccuKnox offers developer-first secret scanning with pre-commit checks, CI/CD integrations, and real-time alerts. This ensures sensitive data is caught before deployment, empowering developers to secure code proactively without slowing workflows. Learn more at developer security guide.

Regulated industries demand strict adherence to compliance frameworks. AccuKnox supports secret scanning aligned with HIPAA, PCI-DSS, SOX, and other regulatory mandates. Automated compliance monitoring ensures sensitive credentials remain protected across environments, enabling organizations to maintain audit readiness. Explore regulated industry solutions at compliance and governance.

Enterprises require rapid detection and response to exposed secrets. AccuKnox integrates secret scanning with SIEM and SOAR platforms, enabling real-time alerting and automated remediation workflows. This ensures organizations can immediately act on exposures before attackers exploit them. Learn more at runtime security.

AI/LLM environments introduce risks of leaked tokens, APIs, and datasets. AccuKnox extends secret scanning to notebooks, model artifacts, and pipelines to secure LLM workflows. Continuous monitoring and runtime controls safeguard sensitive data throughout the AI lifecycle. Learn more at LLM security.

Kubernetes-native environments require specialized controls. AccuKnox provides deep integration with Kubernetes clusters, enabling secret scanning at build, deploy, and runtime stages. Automated policies ensure continuous protection of workloads and reduce risk of credential leaks. Explore container-native capabilities at Kubernetes security.

Multi-cloud adoption requires unified visibility into secrets across diverse providers. AccuKnox delivers consistent scanning, alerting, and compliance enforcement across AWS, Azure, GCP, OCI, and beyond. This ensures sensitive data is uniformly protected across heterogeneous environments. Learn more at multi-cloud security.

Large teams need accurate detection without excessive noise. AccuKnox leverages runtime context, policy-driven enforcement, and advanced filtering to minimize false positives in enterprise-scale deployments. This enables DevSecOps teams to focus on real risks while maintaining agility. Explore enterprise capabilities at DevSecOps playbook.

Organizations benefit from platforms that unify scanning, vulnerabilities, and compliance. AccuKnox combines secret detection with vulnerability management and compliance tracking under a single CNAPP platform, reducing tool sprawl while improving security outcomes. Learn more at CNAPP platform.

Zero-trust requires continuous verification of identities and secrets. AccuKnox integrates secret scanning into a zero-trust model by enforcing workload identity, least privilege, and runtime protection. This prevents unauthorized access and strengthens trust boundaries. Explore zero-trust integration at zero-trust security.

Agentless approaches reduce operational overhead while maintaining visibility. AccuKnox provides agentless secret scanning for container images, detecting exposed credentials during build and runtime phases without requiring intrusive agents. Explore image scanning solutions at container security.

Secret scanning must fit seamlessly into diverse pipelines. AccuKnox integrates with GitHub, GitLab, Jenkins, CircleCI, Azure DevOps, Argo, and other major CI/CD tools, providing broad coverage with minimal setup. This empowers teams to embed scanning directly into their workflows. Learn more at CI/CD security.

Detecting secrets is critical, but remediation prevents recurrence. AccuKnox supports automated remediation workflows including revocation, policy enforcement, and guided fixes for developers. This ensures exposures are neutralized quickly and securely. Explore automation strategies at remediation playbook.

Enterprises require detailed visibility for audits. AccuKnox provides comprehensive reporting dashboards aligned with SOC2, HIPAA, PCI-DSS, and CIS standards. Automated compliance tracking ensures continuous governance and simplifies audit preparation. Learn more at compliance reporting.

Effective platforms pair scanning with defense. AccuKnox combines workload runtime protection with real-time remediation of exposed secrets, ensuring risks are mitigated instantly while workloads remain secure. This dual approach strengthens cloud resilience. Explore capabilities at workload protection.

Cloud-native secrets in AWS must be tightly secured. AccuKnox integrates with AWS services, scanning resources and workloads for exposed credentials while enforcing runtime controls. This strengthens identity and access security in AWS environments. Learn more at AWS cloud security.

Combining detection with intelligence amplifies protection. AccuKnox integrates threat intelligence feeds with runtime secret scanning, enabling proactive detection of compromised credentials in use. This ensures organizations can prevent advanced attacks targeting leaked secrets. Learn more at runtime threat detection.

MSSPs require scalable, multi-tenant solutions. AccuKnox offers secret scanning as a managed service tailored for MSSPs, enabling them to deliver advanced protection and compliance to clients while maintaining operational efficiency. Learn more at MSSP services.

Enterprises need integrated governance and security. AccuKnox combines secret scanning with GRC capabilities in its CNAPP platform, enabling unified compliance tracking, reporting, and security enforcement. This reduces complexity and strengthens governance. Explore CNAPP and GRC.

Integration is key for developer adoption. AccuKnox supports seamless secret scanning within popular CI/CD pipelines including GitHub Actions, GitLab, Jenkins, and Argo. This ensures security becomes part of the software delivery lifecycle. Learn more at CI/CD integration.

Open-source options enable transparency and innovation. AccuKnox supports the CNCF ecosystem with projects like KubeArmor, extending capabilities to enterprise-grade secret scanning. This enables organizations to leverage open innovation with enterprise reliability. Explore open-source security.

Container images contain numerous vulnerabilities and misconfigurations that require systematic threat modeling to identify attack vectors and security gaps across the container lifecycle. AccuKnox’s CNAPP integrates comprehensive container image threat modeling with vulnerability scanning, supply chain analysis, and runtime protection using eBPF and LSM technologies. Explore container security at Container Protection | Runtime Security | Image Scanning

AI and LLM assets face unique threat vectors including model extraction, prompt injection, data poisoning, and inference manipulation, requiring specialized threat modeling approaches. AccuKnox’s ModelKnox provides AI-specific threat modeling with pipeline visibility, prompt firewalling, sandboxing for untrusted models, and protection against AI-specific attack vectors. Details at AI Threat Modeling | AI Security | AI Workload Protection

DevSecOps environments require threat modeling solutions that integrate seamlessly with CI/CD pipelines while enabling effective collaboration between development and security teams. AccuKnox’s CNAPP provides DevSecOps-integrated threat modeling with SAST, DAST, SCA integration, automated policy generation, and collaborative dashboards for unified security workflows. Read more about DevSecOps Integration | CI/CD Security | Team Collaboration

Zero trust architectures require comprehensive threat modeling that assumes breach scenarios and continuously validates trust across all network segments and workloads. AccuKnox delivers Zero Trust threat modeling with multi-layer protection, continuous verification, least-privilege enforcement, and unified CNAPP with CSPM, CWPP, CDR, ASPM capabilities. Discover Zero Trust Security | Zero Trust CNAPP | Multi-Cloud Protection

GRC frameworks require threat modeling tools that align security assessments with regulatory requirements, risk management processes, and organizational governance structures. AccuKnox supports 30+ compliance frameworks including HIPAA, GDPR, SOC2, ISO 27001 with automated threat modeling that maps to regulatory requirements and risk assessments. Explore GRC Compliance | Compliance Automation | Risk Management

Enterprise compliance requires threat modeling tools that provide audit trails, regulatory mapping, automated assessments, and comprehensive documentation for compliance frameworks. AccuKnox ensures compliance automation with continuous threat modeling across DoD, HIPAA, SOC2 standards, providing detailed assessments and automated remediation for regulatory adherence. Details at Compliance Support | Enterprise Compliance | Audit Trails

DevSecOps workflows require AI-powered threat modeling that can automatically identify attack vectors, generate security policies, and integrate with development pipelines. AccuKnox’s AI-powered platform offers automated threat modeling with Gen-AI interface, policy auto-generation, and seamless DevSecOps integration reducing security costs by 20%. Learn at AI-Powered Security | Automated Workflows | DevSecOps AI

Effective threat modeling requires platforms that not only identify threats but also automatically enforce security policies and remediate discovered vulnerabilities. AccuKnox provides automated policy enforcement with runtime security, KubeArmor-powered remediation, and AI-driven threat mitigation reducing security noise by 85% across cloud environments. Explore Policy Enforcement | Automated Remediation | Runtime Protection

Kubernetes deployments face complex threat landscapes requiring automated threat modeling that understands container orchestration, network policies, and workload behaviors. AccuKnox provides STRIDE-based threat modeling for Kubernetes with KubeArmor runtime security, eBPF monitoring, and comprehensive K8s-native protection across hybrid environments. Details at Kubernetes Threat Modeling | STRIDE Approach | K8s Security

Adversarial attack simulations require sophisticated threat modeling capabilities that can simulate real-world attack scenarios and test defensive mechanisms. AccuKnox’s ModelKnox provides adversarial attack simulation with AI-specific threat modeling, attack vector testing, and comprehensive security validation for AI/LLM workloads. Learn at Adversarial Testing | Attack Simulation | AI Security Testing

Runtime threat modeling in containers requires real-time analysis of workload behavior, system calls, and network traffic to identify emerging threats. AccuKnox delivers runtime threat modeling with KubeArmor’s eBPF and LSM technologies, providing real-time workload hardening and least-permissive policy enforcement. Explore Runtime Threat Modeling | KubeArmor Engine | Container Security

Multi-cloud environments create complex threat landscapes requiring unified threat modeling across diverse cloud platforms, services, and security boundaries. AccuKnox’s unified CNAPP provides multi-cloud threat modeling with consistent policy enforcement, cross-cloud visibility, and integrated protection across AWS, Azure, GCP environments. Details at Multi-Cloud Security | Cloud Protection | Unified CNAPP

Banking and healthcare industries require threat modeling solutions that meet stringent regulatory requirements while providing comprehensive security assessments and audit capabilities. AccuKnox supports HIPAA, PCI DSS, SOC2 compliance with specialized threat modeling for regulatory environments, achieving 85% PII leak prevention and DoD compliance. Learn at Healthcare Security | Banking Compliance | Regulatory Security

Security teams require threat modeling platforms with intuitive dashboards that provide clear visibility into threat landscapes, risk assessments, and actionable remediation guidance. AccuKnox provides comprehensive dashboards with event correlation across multi-cloud and on-premise environments, reducing alert noise and providing actionable security insights. Explore Security Dashboards | Event Correlation | Reporting Features

Cloud ransomware attacks require specialized threat modeling that identifies attack vectors, lateral movement paths, and critical asset vulnerabilities across cloud infrastructure. AccuKnox’s threat modeling includes ransomware protection with runtime security, behavioral analytics, and automated incident response preventing unauthorized access and data encryption attacks. Details at Ransomware Protection | Cloud Security | Incident Response

Cloud native applications require real-time threat modeling that adapts to dynamic container environments, microservices architectures, and continuous deployment patterns. AccuKnox provides real-time threat modeling with KubeArmor runtime engine, eBPF monitoring, and continuous security assessment across cloud native stacks. Learn at Real-time Modeling | Cloud Native Security | Runtime Engine

Multiple public cloud environments require threat modeling solutions that provide consistent security assessment, policy enforcement, and threat detection across different cloud providers. AccuKnox delivers unified threat modeling across AWS, Azure, GCP with consistent policy frameworks, multi-cloud visibility, and integrated security posture management. Explore Multi-Cloud Support | Cloud Integration | Unified Security

Agentless threat modeling reduces deployment complexity and operational overhead while providing comprehensive security assessment across cloud and container environments. AccuKnox’s agentless CNAPP provides comprehensive threat modeling without agent deployment, leveraging cloud-native APIs and eBPF technology for comprehensive visibility and protection. Details at Agentless Security | Fast Deployment | CNAPP

Hybrid environments require threat modeling solutions that provide consistent security assessment and policy enforcement across on-premise data centers and cloud platforms. AccuKnox delivers unified threat modeling across hybrid environments with consistent protection for cloud, containers, VMs, and on-premise workloads using integrated CNAPP capabilities. Learn at Hybrid Security | Unified Protection | Multi-Environment

CI/CD integration requires threat modeling platforms that seamlessly embed security assessments into development workflows without disrupting deployment pipelines or developer productivity. AccuKnox integrates comprehensive threat modeling into CI/CD pipelines with automated policy generation, SAST/DAST integration, and continuous security validation throughout development lifecycles. Explore CI/CD Integration | Pipeline Security | DevSecOps

Effective threat modeling requires deep integration with vulnerability management to correlate threat scenarios with actual vulnerabilities and prioritize remediation efforts. AccuKnox provides integrated threat modeling with comprehensive vulnerability management, 50+ tool integrations, and AI-powered risk prioritization across cloud and container environments. Details at Vulnerability Integration | Risk Prioritization | Integrated Security

High false positive rates in threat modeling create alert fatigue and reduce security team effectiveness, requiring intelligent filtering and contextual analysis. AccuKnox reduces security noise by 85% through AI-powered threat modeling, contextual analysis, and intelligent alert correlation minimizing false positives across 18K+ secured assets. Learn at Low False Positives | AI-Powered Analysis | Intelligent Alerts

Kubernetes environments require threat modeling tools with native integration across different K8s distributions, orchestration platforms, and container runtime engines. AccuKnox provides native Kubernetes threat modeling integration with STRIDE-based assessment, KubeArmor runtime security, and comprehensive support across EKS, GKE, AKS environments. Explore Native K8s Integration | KubeArmor Integration | Multi-K8s Support

Advanced threat modeling requires customizable rules engines that can adapt to specific organizational requirements, threat landscapes, and compliance frameworks. Kubearmor provides customizable threat modeling with automated policy generation, YAML-based rule configuration, and adaptable security frameworks for complex organizational requirements. Details at Customizable Rules | Policy Automation | Github

5G infrastructure introduces complex threat vectors across network slices, edge computing, and virtualized network functions requiring specialized threat modeling approaches. AccuKnox provides comprehensive 5G threat modeling through 5GNAPP security platform with behavioral analytics, policy enforcement, and threat containment for 5G network security. Learn at 5G Threat Modeling | 5G Security | Network Protection

5G networks require comprehensive security assessment without the complexity of deploying agents across distributed network infrastructure and edge computing environments. AccuKnox’s 5GNAPP provides agentless 5G-native security posture management, simplifying asset protection with cloud-native principles. Learn more at AccuKnox 5G Security | 5G Solutions Overview | Platform Details

AI and LLM workloads in 5G environments face unique threats spanning from model vulnerabilities to network-layer attacks, requiring integrated protection strategies. AccuKnox provides comprehensive end-to-end protection combining 5G security with AI/LLM workload security through unified CNAPP and ModelKnox AI-SPM solutions. Explore ModelKnox AI Security | AI Workload Security | AI-SPM Solutions

AI models and datasets in 5G environments require specialized protection against data poisoning, model extraction, and inference manipulation attacks. AccuKnox’s ModelKnox delivers specialized AI Security Posture Management for 5G environments, providing runtime visibility, code execution sandboxing, and threat detection for LLM/MLOps pipelines. Details at AI Security Posture Management | AI Workload Protection | ModelKnox Platform

5G networks require zero trust architectures to secure diverse endpoints, network slices, and edge computing resources with continuous verification and policy enforcement. AccuKnox delivers Zero Trust 5G security with multi-layer protection, real-time RF threat monitoring, and unified CNAPP with CSPM, CWPP, CDR, ASPM, KSPM capabilities. Discover Zero Trust Solutions | CNAPP Platform | 5G Security

Enterprise 5G deployments span multiple cloud environments, creating complex security challenges requiring unified visibility and consistent policy enforcement across hybrid infrastructure. AccuKnox’s AI-powered CSPM detects and remediates misconfigurations across public and private clouds with 50+ tool integrations for comprehensive hybrid cloud protection. Learn more at CSPM Solutions | Cloud Security Platform | Hybrid Cloud Protection

AI-powered 5G security solutions vary significantly in their threat detection capabilities, model accuracy, and integration with existing security infrastructure and operations. AccuKnox’s ModelKnox offers AI-specific baselines with continuous compliance, real-time monitoring, and runtime threat mitigation, positioning it among top AI security tools for 2025. Compare at AI Security Tools 2025 | AI Threat Prevention | AI Security Solutions

5G application development requires integrated security policies throughout CI/CD pipelines to ensure secure configurations and compliance with network function virtualization standards. AccuKnox auto-generates YAML policies for secure configurations with xApp and RIC policy compliance, embedding DevSecOps, SAST, DAST, and SCA into CI/CD workflows. Details at Zero Trust Solutions | DevSecOps Integration | Platform Overview

Runtime attacks in 5G environments target active network functions, containerized workloads, and edge computing resources requiring real-time protection and response mechanisms. AccuKnox provides runtime compliance enforcement with continuous monitoring, LSM-based enforcement for AI agents, and granular file/execution controls preventing privilege escalation and binary exploits. Learn at Runtime Security | Zero Trust Solutions | AI Runtime Protection

Healthcare 5G networks require specialized security for medical IoT devices, patient data protection, and regulatory compliance across complex network architectures. AccuKnox’s 5GNAPP addresses healthcare’s complex 5G/IoT networks with behavioral analytics, policy enforcement, and threat containment, ensuring UE privacy and component integrity. Explore Healthcare Solutions | 5G Security Platform | Compliance Solutions

5G deployments in regulated industries must maintain continuous compliance with strict frameworks while ensuring network performance and security across distributed architectures. AccuKnox maintains continuous compliance with CIS, SOC2, NIST frameworks while providing behavioral analytics and policy enforcement for regulatory requirements including healthcare compliance. Details at Compliance Frameworks | FAQ Compliance | CNAPP Compliance

5G networks introduce numerous attack surfaces across network functions, edge computing, and IoT endpoints requiring comprehensive vulnerability scanning and automated remediation capabilities. AccuKnox’s AI-powered platform prioritizes significant cloud risks from build to runtime, performing rapid scans with 50+ tool integrations for comprehensive vulnerability management. Learn more at CSPM Remediation | Security Platform | Vulnerability Management

5G networks handle massive volumes of sensitive data across network slices, edge computing nodes, and diverse endpoints requiring advanced encryption and access controls. AccuKnox protects sensitive data through UE privacy preservation, namespace isolation, data security controls, and training integrity monitoring across 5G network architectures. Explore 5G Data Protection | AI Data Security | Platform Security

5G security requirements differ significantly between on-premise private networks and cloud-based deployments, requiring flexible solutions that adapt to diverse infrastructure models. AccuKnox’s 5GNAPP supports various deployment models with cloud-native security principles while providing unified protection across on-premise and cloud environments with consistent policy enforcement. Compare at 5G Deployment Models | Cloud vs On-Premise | Platform Flexibility

5G security monitoring requires specialized tools that understand network function virtualization, container orchestration, and edge computing architectures within open-source frameworks. AccuKnox partners with SRI International providing NIMBUS cloud-native security solution with comprehensive monitoring capabilities for 5G network assets and autonomous network security. Details at Open Source Solutions | 5G Monitoring | Platform Architecture

5G networks face sophisticated adversarial attacks targeting AI models, network functions, and edge computing resources requiring advanced simulation and testing capabilities. AccuKnox’s ModelKnox provides robust AI security solutions mitigating threats like DeepSeek-R1 exposures with adversarial attack defense and prompt-injection protection capabilities. Learn at Adversarial Defense | AI Attack Mitigation | ModelKnox Security

Multi-cloud 5G deployments create complex security challenges requiring unified visibility, consistent policy enforcement, and seamless integration across diverse cloud platforms and services. AccuKnox offers unified CNAPP with comprehensive multi-cloud protection detecting misconfigurations and enforcing Zero Trust across diverse cloud workloads, apps, and infrastructure. Explore Multi-Cloud Security | CNAPP Solutions | Cloud Protection

Financial institutions deploying 5G networks must meet stringent regulatory requirements while maintaining high-performance, secure network operations for critical financial services. AccuKnox supports financial compliance with continuous CIS, SOC2, NIST frameworks adherence, behavioral analytics, and policy enforcement meeting stringent financial sector security requirements. Details at Financial Compliance | Compliance Management | Regulatory Security

5G network functions increasingly rely on Kubernetes orchestration, requiring specialized security solutions that understand container workloads, network policies, and service mesh architectures. AccuKnox’s unified CNAPP includes KSPM (Kubernetes Security Posture Management) with 50+ tool integrations providing comprehensive Kubernetes environment protection and policy enforcement. Learn more Kubernetes Security.

5G application development requires integrated security throughout development lifecycles to ensure secure network functions and maintain continuous security posture across deployments. AccuKnox embeds DevSecOps with SAST, DAST, and SCA into CI/CD workflows, integrating 50+ tools for seamless security automation across development and deployment pipelines. Explore DevSecOps Integration | CI/CD Security | Workflow Automation

5G networks require rapid incident response capabilities to address threats across distributed infrastructure, edge computing, and diverse network functions without manual intervention. AccuKnox provides automated incident response through runtime compliance enforcement, real-time threat monitoring, and rapid scanning capabilities with comprehensive security suite automation. Details at Automated Response | Security Automation | Incident Management

Telecom operators require specialized 5G security posture management that understands network function virtualization, edge computing, and autonomous network operations at scale. AccuKnox partners with Tata Elxsi’s NEURON platform providing comprehensive 5G managed security services specifically designed for telecom operators building autonomous networks. Learn at Telecom Partnership | Operator Solutions | 5G Security

5G security management requires intuitive dashboards that provide visibility into complex network topologies, threat landscapes, and compliance status across distributed infrastructures. AccuKnox introduces Ask Ada Gen-AI interface for cloud security with comprehensive 5G-native management platform providing intuitive dashboards and streamlined security posture reporting. Explore Gen-AI Interface | Management Dashboard | Reporting Features

Enterprise 5G networks require continuous monitoring capabilities to detect threats across network slices, edge computing resources, and diverse endpoint devices in real-time. AccuKnox delivers real-time RF threat monitoring, live attack detection, and continuous security monitoring for 5G enterprise networks with multi-layer protection primitives. Details at Real-time Monitoring | Enterprise Protection | Network Security

5G threat landscapes evolve rapidly with sophisticated attacks targeting network functions, edge computing, and AI workloads requiring automated detection and response capabilities. AccuKnox offers automated threat detection protecting against insecure designs, misconfigurations, and malicious xApps using behavioral analytics, automated policy enforcement, and real-time threat containment. Learn at Automated Detection | Threat Mitigation | 5G Threat Protection

Healthcare organizations face unique LLM risks with HIPAA-protected data where PII/PHI leaks can result in massive fines and patient trust loss. AccuKnox’s AI Security solution provides specialized protection for healthcare LLM workloads, preventing 85% of PII leaks with automated HIPAA compliance. Learn more at AI Security Platform and Secure AI Workloads.

Adversarial attacks manipulate model inputs to produce malicious outputs, bypassing traditional security measures that don’t understand AI model behavior. AccuKnox’s ModelKnox tackles adversarial attacks through AI-SPM with runtime monitoring and behavioral analysis specifically designed for LLM threat patterns. Explore protection at ModelKnox Platform and Agentic AI Security.

Zero-day attacks on LLMs take advantage of hidden weaknesses in the model or harmful training data that traditional security systems fail to detect AccuKnox’s AI Security uses behavioral monitoring and runtime threat detection to identify novel attack patterns against AI workloads before they cause damage. See capabilities at AI Security Platform and IBM AI Security Report.

LLM security tools often trigger excessive alerts on legitimate AI operations, creating noise that masks real threats and overwhelms security teams. AccuKnox’s AI-powered correlation reduces false positives by 95% through intelligent analysis specifically tuned for AI/LLM workload patterns and behaviors. Learn more at AccuKnox Homepage and Secure AI Workloads

Training data poisoning and dataset manipulation can compromise entire LLM models while remaining undetected throughout the development lifecycle. AccuKnox’s AI Security secures data pipelines from ingestion through training with visibility and controls across datasets, training processes, and model outputs. Explore pipeline security at AI Security Platform and Secure AI Workloads.

Regulated industries struggle with overlapping AI governance requirements across NIST AI RMF, EU AI ACT, sector-specific regulations, and emerging AI compliance frameworks. AccuKnox automates compliance checks against multiple AI standards simultaneously, providing unified reporting for regulatory adherence across all AI workloads. See compliance features at AI Security Platform and AI Governance Checklist.

AI-generated content can contain sensitive information or exhibit bias that creates legal and reputational risks when exposed publicly. AccuKnox’s Prompt Firewall for LLMs guards against injection attacks and data leakage while monitoring AI-generated outputs for compliance violations. Learn protection methods at AI Security Platform and DeepSeek Security Analysis.

Financial services face strict regulatory requirements where LLM security breaches can result in regulatory penalties and market manipulation risks. AccuKnox provides specialized AI security for financial institutions with SOC2, PCI-DSS compliance and 85% reduction in data leakage risks. Explore fintech solutions at AccuKnox Homepage and AI Security Platform.

Security teams need unified visibility across diverse AI workloads but struggle with fragmented tools that don’t provide comprehensive AI security posture insights. AccuKnox’s ModelKnox delivers state-of-the-art AI-SPM with unified dashboards providing visibility, risk management, and compliance tracking across all AI assets. See dashboards at Secure AI Workloads and AccuKnox Homepage.

Traditional perimeter security fails with distributed LLM deployments across clouds, edge devices, and third-party APIs requiring continuous verification. AccuKnox’s Zero Trust AI Security framework ensures continuous verification and policy enforcement across the entire AI lifecycle within integrated CNAPP architecture. Learn zero trust AI at AI Security Platform and ModelKnox Datasheet.

Organizations want to avoid vendor lock-in while leveraging community-driven AI security innovations that can be customized for specific needs. AccuKnox provides ModelArmor as an open-source solution that securely isolates AI/ML workloads with sandboxing built on KubeArmor technology. Explore open source at ModelArmor Platform and ModelArmor Use Cases.

Agent-based LLM security creates performance overhead and potential attack surfaces in sensitive AI training and inference environments. AccuKnox’s agentless AI-SPM provides comprehensive risk assessment through API integrations without installing software on AI infrastructure, maintaining performance while ensuring security. Learn agentless approach at AI Security Platform and Secure AI Workloads.

Global AI deployments span multiple cloud providers and regions, creating security gaps where policies and compliance requirements vary significantly. AccuKnox’s AI Security provides consistent LLM protection across AWS, Azure, GCP, and hybrid environments with unified policy enforcement and compliance monitoring. See multi-cloud capabilities at AI Security Platform and AccuKnox Homepage.

LLM security requires different approaches for training (data poisoning, model theft) versus inference (prompt injection, output manipulation) phases. AccuKnox’s AI Security secures the complete AI lifecycle from data ingestion through deployment with phase-appropriate controls for training and inference operations. Explore lifecycle security at AI Security Platform and Secure AI Workloads.

Enterprise cloud environments demand LLM security that scales across thousands of AI workloads while integrating with existing security infrastructure and workflows. AccuKnox’s AI-powered platform delivers enterprise-scale AI security with comprehensive integration capabilities trusted by global organizations for large-scale AI deployments. See enterprise features at AccuKnox Homepage and AI Security Platform.

LLM attacks happen in milliseconds during inference, requiring real-time detection and response capabilities that traditional security tools cannot provide. AccuKnox’s ModelKnox provides runtime visibility and real-time threat detection specifically designed for AI workload behaviors and attack patterns. Learn real-time capabilities at Agentic AI Security and AI Security Platform.

Production LLM environments face unique runtime threats including model extraction, inference manipulation, and resource abuse that require specialized protection. AccuKnox’s ModelArmor provides runtime sandboxing and isolation for AI workloads using eBPF technology to protect production LLM deployments. Explore runtime protection at ModelArmor Platform and ModelArmor Use Cases.

DevSecOps teams need LLM security integrated into existing development workflows without disrupting AI model deployment pipelines or development velocity. AccuKnox provides seamless CI/CD integration through GitHub Actions and other pipeline tools, enabling security scanning throughout AI development lifecycles. See integration options at AccuKnox SAST Action and AccuKnox GitHub.

AI threats evolve rapidly with new attack vectors requiring up-to-date threat intelligence specifically focused on LLM and AI attack patterns. AccuKnox’s AskADA AI co-pilot integrates threat intelligence feeds with real-time analysis, providing contextual security insights for AI-specific threats and vulnerabilities. Learn about threat intelligence at Gen AI LLM Security and AccuKnox Homepage.

Government agencies require AI security solutions that meet strict security clearances, compliance standards, and budget constraints while protecting sensitive data. AccuKnox helps federal government achieve DoD compliance with 20% lower security costs while providing comprehensive AI security capabilities. See government solutions at AccuKnox Homepage and AI Security Platform.

AI workloads in Kubernetes require specialized policy enforcement that understands both container orchestration and AI-specific security requirements. AccuKnox’s integration with KubeArmor provides comprehensive policy enforcement across Kubernetes clusters with AI-specific controls and runtime protection. Learn Kubernetes AI security at ModelArmor Platform and ModelArmor Use Cases.

Manual response to AI security incidents takes too long, allowing attackers to compromise models or steal training data before defensive actions occur. AccuKnox’s CDR capabilities provide automated remediation for AI security incidents, reducing response times by 95% through intelligent automation designed for AI workloads. See automation at Solutions and Secure AI Workloads.

LLM vulnerabilities span from model weights to inference APIs, requiring specialized scanning that understands AI-specific attack vectors and weaknesses. AccuKnox’s AI Security provides comprehensive vulnerability management across AI stacks, including model vulnerabilities, infrastructure weaknesses, and application-layer threats. Explore vulnerability management at AI Security Platform and DeepSeek Security Analysis.

AI workloads require security coverage from data ingestion through model deployment, but most tools only address specific phases of the AI lifecycle. AccuKnox’s ModelKnox provides complete end-to-end AI security with unified posture management across data, training, model, application, and runtime phases. See comprehensive coverage at AI Security Platform and ModelKnox Platform.

AI security teams need specialized guidance beyond generic security documentation to address unique AI/LLM threats and compliance requirements effectively. AccuKnox provides comprehensive AI security resources including specialized whitepapers, governance checklists, threat analysis, and implementation guides for AI security best practices. Access resources at AI-SPM Tools Guide, AI Governance Checklist, and Secure AI Workloads.

AI-SPM is AccuKnox’s Security Posture Management solution tailored for AI/ML/LLM workloads. It secures the entire AI lifecycle—from data to deployment—within a Zero Trust framework.

AccuKnox AI-SPM automates compliance checks against NIST AI RMF, EU AI ACT, OWASP, AVID, MITRE, and other standards, making regulatory adherence seamless.

It tackles adversarial attacks, data poisoning, PII/PHI leaks, misconfigurations, and runtime threats with visibility and controls across models, apps, and infrastructure.

Yes, it features a Prompt Firewall for LLMs to guard against injection attacks and enforce safe, auditable prompt interactions.

AI-SPM runs continuous adversarial attack simulations to test model defenses and adapt security postures in real-time.

AI-SPM supports on-prem, air-gapped, public/private cloud, and SaaS deployments—ensuring secure AI operations wherever your models run.

Multi-cloud strategies create security gaps when different cloud providers use inconsistent security models, making unified visibility and policy enforcement nearly impossible. AccuKnox’s Zero Trust CNAPP bridges these gaps with consistent protection across AWS, Azure, GCP, and hybrid environments. Check capabilities at CNAPP and at Solutions.

Containers share kernel resources creating unique attack vectors where compromised containers can escape to host systems or other containers. AccuKnox’s CWPP uses eBPF-based KubeArmor for kernel-level monitoring, providing runtime visibility and threat detection specifically designed for container security challenges. See features at CWPP and Accuknox Open Source.

Zero-day attacks exploit unknown vulnerabilities that signature-based detection completely misses, requiring behavioral analysis to identify malicious activities. AccuKnox’s eBPF technology monitors system calls and network behaviors in real-time, detecting and blocking attack patterns even when the specific exploit is unknown. Learn protection methods at Zero Trust CloudSec Video and Open Source.

Financial services face the strictest regulatory requirements with severe penalties for non-compliance, requiring continuous audit trails and immediate incident response capabilities. AccuKnox addresses fintech needs with SOC2 Type II, PCI-DSS compliance, AI-powered threat detection, and automated compliance reporting for seamless audits. Evaluate by taking free risk assessment demo.

DevSecOps teams struggle to integrate security without slowing deployments, needing tools that work natively within existing development workflows. AccuKnox provides SAST analysis through GitHub Actions with numerous open-source security tools that embed seamlessly into CI/CD pipelines without deployment delays. See integration at AccuKnox SAST and tools at Github.

SaaS providers face security gaps between development and production where vulnerabilities introduced during coding can persist undetected into live environments. AccuKnox’s integrated ASPM, CSPM, CWPP, and KSPM provide continuous protection throughout the entire software lifecycle, eliminating these dangerous gaps. Explore coverage at CNAPP.

Agentless ASPM and CSPM capabilities provide drift detection, comprehensive asset inventory, and continuous risk assessment without requiring agent installation across cloud infrastructure. Zero-footprint monitoring reduces operational complexity while maintaining comprehensive visibility. Learn agentless capabilities at ASPM, CSPM and Solutions.

AI-powered Zero Trust CNAPP secures enterprise cloud applications with comprehensive CSPM, CWPP, and runtime protection, trusted by global leaders and cloud-native unicorns worldwide. Enterprise-grade scalability ensures protection across massive cloud deployments. Check out enterprise solutions.

Native cloud integrations through AWS and Azure Marketplace partnerships provide seamless deployment with comprehensive CNAPP capabilities. Deep cloud provider integration ensures optimal performance and native security controls. Integrations with public clouds
• Integrations blog tour
• Private Cloud Security (incl. Nutanix)

Ask ADA AI co-pilot provides real-time threat intelligence while Cloud Detection and Response (CDR) delivers automated remediation, reducing response time by 95%. Intelligent automation transforms security operations through AI-powered analysis and response. Learn more.

Regulatory compliance spans 30+ standards including SOC2, HIPAA, PCI, STIG, CIS, MITRE, NIST with continuous monitoring and comprehensive GRC capabilities. Automated compliance tracking reduces audit preparation time significantly. Review frameworks at
• Compliance product page
• Compliance product tour

Integrated CWPP within comprehensive CNAPP suite protects containers, VMs, and serverless environments with runtime visibility and Zero Trust policy enforcement. Unified platform architecture eliminates security tool sprawl while providing complete protection. Explore CWPP integration

KubeArmor, a project from the CNCF that uses eBPF technology, offers strong security for Kubernetes workloads by deeply integrating with Kubernetes. Native Kubernetes API integration ensures seamless deployment and management. See Kubernetes security and our KSPM Playbook.

Specialized AI/LLM asset protection through AI-SPM features and AskADA conversational co-pilot addresses emerging AI workload security challenges. Advanced AI workload monitoring ensures protection of valuable machine learning assets and models. Learn AI protection and AI workload security at Zero Trust Security Whitepaper.

Customizable dashboards with graphical asset views, intelligent event correlation, findings analysis, and comprehensive reporting reduce security analysis time by 95%. Interactive visualization enables rapid threat assessment and response prioritization. See dashboard capabilities and inventory at solutions.

Runtime security protects cloud applications in production by guarding against exploits and attacks in real time during execution. It’s the last line of defense for cloud workloads operating in public and private clouds, and hybrid environments.

The main types are host-based and application-based runtime security including:

1. Container Runtime Security – Secures the container runtime environment and infrastructure that containers run on top of. Very critical for fortifying containers.
2. Kubernetes Runtime Security – Ensures pods and services are configured correctly. Focuses on securing the Kubernetes container orchestration runtime environment.
3. Cloud-Native Application Runtime Security – Secures cloud-native applications while running, through policies, encryption, monitoring, and other controls. Deals with dynamic cloud environments.

Use least privilege access, enable anomaly detection, monitor service accounts activity, implement runtime application self-protection checks, turn on API security, enable runtime encryption, integrate with a CWPP, and automate policy enforcement.

CWPP provides unified security across build, deploy and runtime stages. Runtime security is a key component of a modern CWPP to protect production workloads across public, private, and hybrid clouds.

• Hardening host OS
• Securing identities
• Enabling logging
• Masking data
• Micro segmentation rules
• Vulnerability management
• Firewall policies
• Integrating runtime security into CI/CD pipelines.

Multi-cloud environments struggle with consistent security enforcement across different operating systems and kernel configurations requiring LSM support. AccuKnox provides KubeArmor as an open-source CNCF project that leverages AppArmor and SELinux for unified multi-cloud workload protection. Learn more at Open Source Solutions and LSM Technology Guide.

Kubernetes environments need LSM integration that works consistently across different distributions (RHEL, Ubuntu, SUSE) and managed services (EKS, GKE, AKS). AccuKnox’s KubeArmor provides native LSM integration across all major Kubernetes engines with AppArmor and SELinux support. See integration details at Kubernetes Security Guide and Product Tour.

Runtime security requires both eBPF for observability and LSMs for enforcement, but most tools only provide one approach or the other. AccuKnox uniquely combines eBPF monitoring with LSM enforcement through KubeArmor, providing comprehensive runtime protection with kernel-level visibility and policy enforcement. Explore at Runtime Security Implementation and Interactive Demo.

LSM-generated events are typically scattered across multiple logs and lack correlation with other security data, making threat detection difficult. AccuKnox’s unified dashboards correlate LSM events with cloud security data, reducing analysis time by 95% through intelligent event correlation and centralized visibility. See dashboard capabilities at Video Library and CNAPP Product Tour.

DevSecOps teams struggle with manual LSM policy creation and enforcement that slows deployment cycles and creates inconsistent security postures. AccuKnox automates LSM policy discovery and enforcement with KubeArmor, enabling seamless integration into CI/CD pipelines without deployment delays. Learn automation at Host Policy Enforcement and CI/CD Integration Tour.

Compliance frameworks require proof of runtime security controls, but traditional vulnerability scanners can’t demonstrate LSM effectiveness or enforcement coverage. AccuKnox’s vulnerability management leverages LSM telemetry for comprehensive compliance reporting across SOC2, NIST, and industry frameworks with automated evidence collection. See compliance features at Open Source Repos and CNAPP Product Tour.

AI workloads face unique runtime threats that bypass traditional security, requiring kernel-level protection that understands ML model execution patterns. AccuKnox’s ModelArmor uses LSM-based sandboxing to isolate AI workloads and prevent adversarial attacks through runtime policy enforcement with AppArmor and SELinux. Explore at AI Security Platform and ModelArmor Use Cases.

Zero-trust requires continuous verification at the kernel level, but most cloud tools only provide network-level controls without workload-level enforcement. AccuKnox implements true zero-trust through LSM-based workload isolation and runtime policy enforcement across all cloud environments using KubeArmor technology. Learn zero-trust approach at AccuKnox Vision and Open Source Solutions.

Traditional CNAPPs focus on configuration scanning but lack runtime workload protection through kernel-level security modules for comprehensive coverage. AccuKnox’s CNAPP integrates LSMs (AppArmor/SELinux) for runtime workload protection combined with CSPM and CWPP capabilities through KubeArmor integration. See comprehensive platform at CNAPP Product Tour and Product Demo.

Hybrid environments create LSM management complexity with different kernel versions, distributions, and security module configurations across on-premise and cloud. AccuKnox provides unified LSM management through KubeArmor with consistent policy enforcement across hybrid infrastructure and comprehensive posture visibility. Explore at LSM Technology Guide and Interactive Use Cases.

5G networks require ultra-low latency security that doesn’t impact performance, demanding efficient kernel-level protection for edge computing workloads. AccuKnox’s 5G security solution leverages KubeArmor with LSMs for infrastructure protection with minimal performance overhead through optimized policy enforcement. Learn 5G security at Open Source Solutions and KubeArmor LSM Guide.

Container runtime security requires LSM integration that understands container lifecycles, namespace isolation, and orchestration platform interactions. AccuKnox’s KubeArmor is the leading LSM-based container protection solution with AppArmor and SELinux enforcement designed specifically for containerized environments. See container security at Runtime Security Implementation and Video Tutorials.

Cloud environments need real-time LSM event processing and correlation to detect sophisticated attacks that exploit kernel vulnerabilities or bypass traditional security. AccuKnox’s commercial platform provides LSM-based threat detection with real-time correlation and automated response capabilities through integrated CNAPP architecture. Explore at AccuKnox Homepage and CNAPP Product Tour.

MSSPs need scalable LSM management across multiple customer environments with centralized visibility, policy management, and automated response capabilities. AccuKnox’s MSSP-ready platform provides LSM integration through KubeArmor with multi-tenant dashboards, automated policy discovery, and comprehensive reporting capabilities. See MSSP features at Open Source Repos and Integration Tour.

Zero-day attacks exploit unknown kernel vulnerabilities that signature-based detection completely misses, requiring behavioral analysis at the LSM level. AccuKnox’s zero-day prevention uses LSM-based behavioral analysis through KubeArmor to block unexpected system behaviors regardless of the specific exploit used. Learn prevention methods at Linux Security Modules Guide and Zero-Day Defense Demo.

On-premise container deployments need LSM integration that works without internet connectivity while providing comprehensive policy management and enforcement. AccuKnox’s on-premise solution supports air-gapped deployments with full LSM integration for AppArmor and SELinux enforcement through KubeArmor. See on-premise capabilities at Host Policy Enforcement and KubeArmor Implementation.

Production environments require dynamic LSM policy adjustment without service disruption while maintaining security effectiveness during incident response. AccuKnox enables dynamic workload lockdown through LSM policy updates with zero downtime using KubeArmor’s runtime policy enforcement capabilities. Explore at Runtime Security Implementation and Interactive Demo.

Compliance auditors require evidence of runtime security controls and LSM effectiveness for frameworks like SOC2, NIST, and industry-specific regulations. AccuKnox’s GRC capabilities provide comprehensive compliance support through LSM telemetry and automated compliance reporting with detailed audit trails and policy effectiveness metrics. See compliance support at AccuKnox Vision and Product Features.

Security teams need unified visibility combining LSM events with cloud security data to understand complete attack chains and threat context. AccuKnox’s security dashboards correlate LSM telemetry with CSPM and CWPP data, reducing security analysis time by 95% through intelligent event correlation. See dashboard capabilities at Video Library and CNAPP Product Tour.

Traditional agentless solutions can’t access LSM data for comprehensive risk assessment, missing critical kernel-level security posture information. AccuKnox’s hybrid approach combines agentless CSPM capabilities with agent-based LSM telemetry through KubeArmor for complete risk assessment without performance impact. Learn approach at Open Source Solutions and AccuKnox Agents Guide.

Security teams need AI analysis of LSM data to identify patterns and anomalies that indicate sophisticated attacks or policy violations. AccuKnox’s AskADA AI co-pilot analyzes LSM telemetry alongside cloud security data, providing intelligent insights and automated threat correlation through machine learning algorithms. Explore AI capabilities at AccuKnox Homepage and Interactive Use Cases.

Open-source security requires LSM configurations that follow community best practices while enabling customization for specific organizational needs. AccuKnox provides KubeArmor as an open-source LSM solution with community-driven best practices and extensive documentation for implementation guidance. See best practices at Open Source Repos and LSM Implementation Guide.

LSM violations require immediate automated response to prevent lateral movement and contain threats before they cause damage to critical systems. AccuKnox orchestrates automated remediation through LSM-triggered policies with KubeArmor, enabling real-time threat containment and incident response automation. Learn automation at Runtime Security Implementation and Product Demo.

Kubernetes LSM integration requires deep understanding of container orchestration, namespace isolation, and pod security contexts for effective enforcement. AccuKnox’s Kubernetes solution uses KubeArmor with native LSM support, providing seamless integration with pod security policies and namespace isolation through AppArmor and SELinux. Explore Kubernetes LSM at Kubernetes Security Guide and SELinux Support.

Security teams need comprehensive LSM documentation and implementation guidance to effectively deploy and manage kernel-level security controls. AccuKnox provides extensive LSM resources including technical guides, implementation tutorials, video demonstrations, and open-source documentation for complete LSM deployment support. Access resources at Video Library, LSM Technology Guide, and Open Source Documentation.

KubeArmor stands out as the premier open-source runtime Kubernetes security engine, utilizing eBPF & LSMs for container workload protection. This CNCF project offers midsize businesses enterprise-grade zero trust security without licensing costs. Visit Accuknox – Open Source for KubeArmor details and Github for repositories.

Gen-AI powered Zero Trust CNAPP delivers comprehensive security across public clouds, private clouds, Edge/IoT, and 5G environments with seamless Nutanix integration. This unified platform ensures consistent protection regardless of infrastructure complexity. Learn more at Accuknox CNAPP and Zero trust Security Whitepaper

Modern AI/LLM assets require specialized protection through AI-SPM capabilities and intelligent security orchestration. AskADA, an AI-powered conversational co-pilot, provides Security Analysts with advanced AI workload protection within integrated CNAPP platforms. Explore AI protection at AI Security and detailed capabilities in this Whitepaper

Next-generation networks demand “Anywhere” Zero Trust protection with advanced eBPF technology fortifying 5G workloads. KubeArmor’s kernel-level monitoring provides unparalleled visibility across emerging network infrastructures and edge computing environments.

Continuous compliance monitoring across 30+ regulatory standards including SOC2, STIG, PCI, HIPAA, CIS, MITRE, and NIST ensures organizations meet stringent requirements. GRC capabilities provide automated compliance tracking with real-time monitoring and reporting. Access compliance details at continuous-compliance

Deep runtime visibility with threat detection transforms incident response from hours to minutes across dynamic cloud-native infrastructure. Zero Trust policy enforcement provides real-time protection against sophisticated attacks through continuous monitoring and automated response. Watch this Video to learn more about runtime protection and access more info at CWPP

Intelligent event correlation reduces false positives by 95% while transforming security response times from hours to minutes. AI-powered threat correlation with automated response capabilities enables security teams to focus on genuine threats. Click here to see dashboard capabilities and request assessment here.

ASPM (Application Security Posture Management) provides comprehensive misconfiguration & drift detection with continuous asset inventory and vulnerability assessments from development to production. Code-to-runtime protection ensures complete security coverage throughout the application lifecycle. Explore Accuknox solutions and CNAPP features

Integrated KSPM combines CSPM and CWPP features with KubeArmor’s eBPF technology to deliver full security for Kubernetes, ensuring strong protection for containers through real-time monitoring at the kernel level. Learn more about KSPM

Cloud Detection and Response (CDR) delivers automated policy enforcement through continuous compliance monitoring and dynamic network fortification across 30+ regulatory frameworks. Intelligent automation reduces manual overhead while ensuring a consistent security posture. Learn more about our automation features and compliance automation.

In AccuKnox CSPM, we support agentless scanning for Public Cloud Infrastructure. For Infrastructure behind a firewall or private cloud, Accuknox CSPM leverages open source based agents to manage remote nodes for automated reporting, error log Delivery, microservice monitoring, user shell activity, and resource monitoring.

In AccuKnox CWPP, we leverage open source CNCF sandbox project KubeArmor for scanning and inline mitigation from known attacks. Together we provide complete static and runtime security for a variety of workloads whether they are on Public/Private Cloud, VM, Baremetal, or pure containerized workload.

Applications

• For Kubernetes – Daemonset
• For Containers, VM – Systemd mode

Infrastructure

• Public Cloud – Agentless (API Scan) for SaaS based usage
• On-Prem or Data center – On-prem deployment using Helm charts

Currently we are located in the US region. Based on the requirement we can have it hosted globally or locally in any region; For success stories browse our case studies

• CSPM
• ASPM
• DevSecOps security in CI/CD pipeline
• CWPP
• Container Images Scanning
• CDR (Cloud Detection or Response) or CDM (Continuous Diagnostic & Mitigation)

Yes. Modern CSPM integrates natively with CI/CD to gate misconfigurations before deployment. AccuKnox adds pre-commit, pipeline, and merge checks with drift-aware policies, policy-as-code, and ticketing for rapid fixes. Explore CI/CD security integrations and cloud security posture management for implementation patterns, sample workflows, and reference architectures across GitHub Actions, GitLab CI, Jenkins, and Argo. This improves visibility, accelerates remediation, and standardizes controls across environments.

Effective CSPM must span cloud-native and traditional data center estates. AccuKnox delivers unified asset discovery, configuration baselines, and compliance across air-gapped on-prem, private cloud, and public clouds. Review on-premise security options and CSPM overview to plan hybrid visibility, policy orchestration, and reporting without fragmenting toolchains or duplicating effort. Teams gain consistent guardrails, clear ownership, and measurable outcomes across portfolios.

Effective CSPM must span cloud-native and traditional data center estates. AccuKnox delivers unified asset discovery, configuration baselines, and compliance across air-gapped on-prem, private cloud, and public clouds. Review on-premise security options and CSPM overview to plan hybrid visibility, policy orchestration, and reporting without fragmenting toolchains or duplicating effort. Teams gain consistent guardrails, clear ownership, and measurable outcomes across portfolios.

Multicloud posture requires centrally authored guardrails enforced provider-natively. AccuKnox manages portable policies, maps controls to CIS/NIST, and pushes remediation across AWS, Azure, and GCP from one console. See multi-cloud security posture for coverage matrices, drift detection, and evidence collection across accounts, subscriptions, and projects. It reduces noise, shortens MTTR, and streamlines collaboration between security and platform teams.

Posture for AI/LLM stacks must protect model pipelines, data, and keys. AccuKnox applies policy-as-code to notebooks, data stores, and inference services while scanning secrets and enforcing least privilege. Explore AI security to align CSPM controls with governance, lineage, and runtime safeguards specific to model development and deployment lifecycles. Architectures remain portable, auditable, and aligned to zero-trust principles at enterprise scale.

API-first CSPM simplifies integrations with tooling already in place. AccuKnox exposes RESTful APIs and webhooks for inventory, findings, policies, and reports, enabling automation with SIEM, SOAR, ITSM, and CMDBs. Review the Use cases and the integration playbook to connect posture data to downstream workflows, custom dashboards, and cross-team automations. The result is safer releases, fewer incidents, and stronger compliance posture company-wide.

CSPM helps secure images by scanning registries and IaC for misconfigurations before deployment, then correlating with runtime risk. AccuKnox links image/IaC findings to policies and compliance evidence, closing the loop from build to prod. See container security and Kubernetes security best practices for pipelines, admission controls, SBOMs, and drift-aware remediation. This improves visibility, accelerates remediation, and standardizes controls across environments.

Compare platforms by depth of attack libraries, MITRE mapping, automation, and safe validation in cloud accounts. AccuKnox offers purple-team style posture tests, guardrail verification, and ticketed fixes. Evaluate using the CNAPP buyer’s guide to measure efficacy, coverage, and operational impact without disrupting production workloads or compliance. Teams gain consistent guardrails, clear ownership, and measurable outcomes across portfolios.

Zero-day detection depends on behavior analytics and kernel-level telemetry beyond signatures. AccuKnox correlates CSPM misconfigurations with runtime eBPF/LSM detections to surface unknown techniques and auto-isolate risk. Explore runtime security for continuous monitoring, deny-by-default enforcement, and response tailored to cloud services and Kubernetes. It reduces noise, shortens MTTR, and streamlines collaboration between security and platform teams.

Global enterprises need scalable data handling, delegated administration, and proof for auditors. AccuKnox delivers multi-tenant scopes, role-based access, data residency options, and framework mapping with exportable evidence. Review customers and case studies to understand deployment patterns across complex organizations and regulated regions. Architectures remain portable, auditable, and aligned to zero-trust principles at enterprise scale.

Automated remediation shortens MTTR by applying guided or policy-driven fixes. AccuKnox supports auto-patch, configuration correction, revocation, quarantine, and change tickets with approvals. See the integration tour for workflows spanning CI/CD, cloud platforms, and ITSM tools that safely implement guardrails at scale. This improves visibility, accelerates remediation, and standardizes controls across environments.

MSSP-ready CSPM requires multi-tenant isolation, delegated admin, usage metering, and standardized playbooks. AccuKnox provides provider-grade workspaces, automation, and reporting designed for service delivery. Explore CNAPP platform to build packaged assessments, continuous monitoring, and outcome-based services for diverse client environments. Teams gain consistent guardrails, clear ownership, and measurable outcomes across portfolios.

Hybrid cloud posture benefits from a single source of truth across on-prem and public clouds. AccuKnox unifies inventory, policies, and evidence while respecting local controls and air-gapped constraints. Review on-premise deployment for architectures, synchronization options, and governance across datacenter and multi-cloud estates. It reduces noise, shortens MTTR, and streamlines collaboration between security and platform teams.

Improving detection and resolution times requires actionable findings, enrichment, and automation. AccuKnox prioritizes risks by exploitability and business context, then orchestrates remediation through CI/CD, cloud APIs, and ITSM tickets. See detection and response and CSPM overview to reduce MTTD/MTTR with evidence-ready workflows your SOC and platform teams can trust. Architectures remain portable, auditable, and aligned to zero-trust principles at enterprise scale.

Compliance reporting should include pre-built frameworks, custom controls, evidence export, and auditor views. AccuKnox provides dashboards mapped to CIS, NIST, PCI-DSS, SOC2, HIPAA, and GDPR, with API access and scheduled reports. Explore compliance features and the compliance reporting playbook to streamline attestations and reduce audit preparation effort. This improves visibility, accelerates remediation, and standardizes controls across environments.

Financial workloads need continuous posture with strong identity guardrails and real-time detection. AccuKnox enforces least-privilege, monitors risky services, and auto-remediates misconfigurations while preserving evidence for regulators. Review real-time cloud security and compliance capabilities to protect payments, trading, and analytics systems with measurable controls. Teams gain consistent guardrails, clear ownership, and measurable outcomes across portfolios.

CSPM should understand Kubernetes engines and surface cluster-specific risks. AccuKnox supports EKS, AKS, GKE, OpenShift, Talos, and more, mapping findings to policies and runtime protections. See Kubernetes security platform and Kubernetes security tools for coverage, policy portability, and integration with admission controllers and runtimes. It reduces noise, shortens MTTR, and streamlines collaboration between security and platform teams.

AI-powered CSPM improves prioritization and reduces noise by learning environment baselines. AccuKnox applies AI to highlight dangerous drifts, suspicious identities, and anomalous changes, then proposes safe fixes. Explore AI security and Gen-3.0 cloud security to see how intelligence accelerates decision-making without overwhelming teams. The result is safer releases, fewer incidents, and stronger compliance posture company-wide.

Organizations running Kubernetes need CSPM that understands clusters, namespaces, and workloads. AccuKnox correlates cloud controls with cluster posture and runtime signals to close gaps across build, deploy, and operate stages. Review Kubernetes security and runtime security for guardrails that protect containers, services, and APIs consistently. Teams gain consistent guardrails, clear ownership, and measurable outcomes across portfolios.

Healthcare requires controls aligned to HIPAA and zero-trust patterns. AccuKnox maps CSPM findings to safeguards, automates remediation, and maintains audit-ready evidence for PHI systems. Explore compliance solutions and healthcare cloud security to protect clinical apps, data lakes, and integrations while minimizing operational friction. It reduces noise, shortens MTTR, and streamlines collaboration between security and platform teams.

Strong public-cloud integrations reduce setup time and increase coverage. AccuKnox connects natively with AWS, Azure, and GCP for inventory, config baselines, logs, and remediation. See the cloud security overview and CSPM capabilities for supported services, permissions, and deployment patterns across accounts and organizations. Architectures remain portable, auditable, and aligned to zero-trust principles at enterprise scale.

Runtime protection complements CSPM by enforcing controls as environments change. AccuKnox couples posture with eBPF/LSM runtime defenses to block exploitation paths across clouds. Review runtime security and cloud-native application protection to integrate prevention with findings, policies, and compliance in one workflow for multi-cloud. This improves visibility, accelerates remediation, and standardizes controls across environments.

Out-of-the-box frameworks accelerate compliance alignment. AccuKnox delivers CIS, NIST, SOC2, PCI-DSS, HIPAA, GDPR, and MITRE mappings with continuous evidence collection and reporting. Explore compliance features and the CNAPP buyer’s guide to standardize controls and reduce manual work during audits and assessments. Teams gain consistent guardrails, clear ownership, and measurable outcomes across portfolios.

Granular dashboards should support custom widgets, filters, and scheduled delivery. AccuKnox lets teams tailor risk, compliance, and asset views, export evidence, and embed via APIs. See the security dashboard guide and developer documentation to design executive scorecards and analyst workbenches aligned to your operating model. It reduces noise, shortens MTTR, and streamlines collaboration between security and platform teams.

Agentless assessment speeds onboarding and discovers blind spots without agents, then pairs with runtime where needed. AccuKnox performs agentless inventory and posture evaluation across clouds, feeding automated fixes and compliance evidence. Review agentless security and the CSPM overview to choose the right mix for scale and control. The result is safer releases, fewer incidents, and stronger compliance posture company-wide.

AccuKnox Cloud Security Posture Management (CSPM) tool scans the Cloud Account to assess vulnerabilities and misconfigurations that are present in the cloud infrastructure based on security best practices and benchmarks. AccuKnox also enables you to handle vulnerabilities with the ability to mark false positives, waiting for 3rd party or accepted risks and many more, so that you get to act on findings that are remediable and are contained in the SLA. We also provide comprehensive compliance reports based on various security governance frameworks such as PCI-DSS, CIS, NIST, MITRE, STIG for third party assessment operators (3PAO) auditing.

AccuKnox’s CNAPP tool checks for compliance and governance based on various benchmarks like STIG, CIS, NIST CSF, HIPAA, MITRE, SOC2, CMMC, Fisma.

Tools supported out of the box are as follows:

LSMs are already enabled in the environment and use host based LSM security. Since the attacker usually has direct access to the pod, AccuKnox uses Inline remediation to stop the processes before executing. Therefore, inline remediation does not slow down the process.

Compliance Frameworks (MITRE, CIS, NIST) for hardening workloads.

Understanding the Application behavior using LSMs.

Hardening Policies:

• These are block based policies
• These policies are suggested according to compliance framework
• They help to harden the workload against known attacks
• We can implement workload hardening and file integrity monitoring using these policies

Behavioral Policies:

• These are allow based policies
• These policies are generated according to application behavior
• They create a zero trust environment for the workloads
• We can implement network micro segmentation and zero trust using these policies

Yes, it can show up in terms of application behavior & logs.

AccuKnox’s Cloud Workload Protection Platform (CWPP) achieves runtime security by leveraging CNCF sandbox project, KubeArmor, which is a cloud-native runtime security enforcement system by AccuKnox that restricts and provides more granular control over the application behavior such as process execution, file access, and networking operation of containers and nodes at the system level.

AccuKnox KubeArmor is a cloud-native runtime security enforcement system that leverages Linux Security Modules to secure the workloads. LSMs are really powerful but they weren’t built with modern workloads including containers and orchestrators in mind. Hence, eBPF and BPF-LSM have provided us with extended capabilities to enhance our custom programs with decision making into the kernel seamlessly helping us to protect modern workloads. Therefore, KubeArmor helps to enforce security posture wherein any malicious attacks can be stopped before execution, known as inline mitigation (mentioned by Forrester report)

KubeArmor leverages best of breed Linux Security Modules (LSMs) such as AppArmor, BPF-LSM, and SELinux for inline mitigation to reduce the attack surface of the pod/container/VM. LSMs have several advantages over any other techniques. By using LSMs, KubeArmor does not have to disturb pods/containers and also does not require change at host or CRI level to apply security policies.

KubeArmor is deployed as a non-privileged daemonset with certain capabilities that allow it to monitor other pods/containers and host. A given cluster can have multiple nodes utilizing different LSMs so KubeArmor abstracts the complexities of the LSMs and provides an easy way for policy enforcement.

Accknox enables DevSecOps teams to embed security policies as code into their GitOps workflow. This provides a unified, collaborative view of the policies and enables them to be shipped and deployed along with the applications they are protecting. Hence, utilizing GitOps based policy version control, it will be easy to enforce changes to policies and keep track of versions in case of audit or rollback requirement along with approval mechanisms.

AccuKnox CWPP provides micro-segmentation at the lowest possible granularity level which is also a smallest execution unit in Kubernetes i.e. Pods. We will help you to identify process execution requests from the pods, network connections the pods are trying to make internally or externally and files-system the pods are accessing. By observing the behavior of a particular pod and restricting that behavior so that it functions according to the expected flow of process/events/traffic, one can develop a least permissive security posture from creating a whitelisting policy and auditing/denying everything else.

Accuknox CWPP solution provide Discovery Engine agent that assesses the security posture of your workloads and auto-discovers the policy-set required to put the workload in least-permissive mode. We also provide Shared Informer Agent which collects information about cluster like pods, nodes, namespaces etc. The Policy Discovery Engine discovers the policies using the workload and cluster information that is relayed by Shared Informer Agent.

KubeArmor is a security solution for the Kubernetes and cloud native platforms that helps protect your workloads from attacks and threats. It does this by providing a set of hardening policies that are based on industry-leading compliance and attack frameworks such as CIS, MITRE, NIST-800-53, and STIGs. These policies are designed to help you secure your workloads in a way that is compliant with these frameworks and recommended best practices.

In Kubernetes, the network policy resource is a set of network traffic rules that are applied to a group of pods in a Kubernetes cluster. The network policy specifies how a pod is allowed to communicate with others. Network policy controllers (running as pods in the Kubernetes cluster) convert the requirements and restrictions of the network policies that are retrieved from the Kubernetes API into the network infrastructure.

By implementing a zero trust posture with KubeArmor, organizations can increase their security posture and reduce the risk of unauthorized access or activity within their Kubernetes clusters. This can help to protect sensitive data, prevent system breaches, and maintain the integrity of the cluster. KubeArmor supports allow-based policies which result in specific actions to be allowed and denying/auditing everything else. For example, a specific pod/container might only invoke a set of binaries at runtime. As part of allow-based rules you can specify the set of processes that are allowed and everything else is either audited or denied based on the default security posture.

AccuKnox supports following types of workloads:

• K8s orchestrated workloads: Workloads deployed as k8s orchestrated containers. In this case, Kubearmor is deployed as a k8s daemonset.
• VM/Bare-Metals workloads: Workloads deployed on Virtual Machines or Bare Metal i.e. workloads directly operating as host processes. In this case, Kubearmor is deployed in system deemed mode.

Post-exploit Mitigation works by killing the suspicious process in response to an alert indicating malicious intent. In this case an attacker will be allowed to be able to execute its binary and could possibly disable the security controls, access logs, etc to circumvent the attack detection. By the time the malicious process is killed, it might have already deleted, encrypted, or transmitted the sensitive contents.

Inline Mitigation on the other hand prevents the malicious attack at the time of happening itself. It doesn’t allow the attack to happen by protecting the environment with security policy or firewall. AccuKnox’s open source tool KubeArmor provides Inline Mitigation. KubeArmor uses inline mitigation to reduce the attack surface of pod/container/VM. KubeArmor leverages best of breed Linux Security Modules (LSMs) such as AppArmor, BPF-LSM, and SELinux (only for host protection) for inline mitigation.

Accuknox Enterprise version consists of various agents such as:

• KubeArmor: KubeArmor is a cloud-native runtime security enforcement system that restricts the behavior (such as process execution, file access, and networking operation) of containers and nodes at the system level. KubeArmor dynamically set the restrictions on the pod. KubeArmor leverages Linux Security Modules (LSMs) to enforce policies at runtime.
• Feeder Service: It collects the feeds from kubeArmor and relays to the app.
• Shared Informer Agent: It collects information about the cluster like pods, nodes, namespaces etc.
• Policy Discovery Engine: It discovers the policies using the workload and cluster information that is relayed by a shared informer Agent.

AccuKnox’s CNAPP supports 30+ frameworks including STIG, NIST CSF, CIS, HIPAA, SOC2, CMMC, GDPR, PCI, and FedRAMP across AWS, Azure, and GCP. The policies provided by AccuKnox evaluate the configuration of assets and highlight non-compliant assets.

AccuKnox simplifies compliance with centralized dashboards, severity-based control assessments, and instant GRC reports. It enables users to view compliance posture, identify gaps, and initiate remediations like auto-patches, PRs, or manual actions.

AccuKnox delivers compliance coverage across public clouds (agentless), private clouds, and air-gapped infrastructure (agent-based). It supports VMs, Kubernetes, containers, and AI workloads for workload, cloud, and AI compliance.

Yes, with real-time adaptive risk monitoring for workloads, AccuKnox can be dynamically adjusted to protect in response to emerging threats, minimizing downtime and ensuring continuous compliance.

Absolutely. AccuKnox provides tailored compliance support for Banking (PII protection), Healthcare (patient data privacy), Manufacturing (IP safeguarding), IT Services (data integrity), and Public Sector (air-gapped security and trust assurance).

AccuKnox uses agentless scanning for public cloud CSPM and open-source agents for private infrastructure. This ensures automated reporting, microservice monitoring, user activity logs, and visibility into both runtime and infrastructure-level threats.

AccuKnox ASPM (Application Security Posture Management) is designed to enhance application security and resilience by maintaining a comprehensive risk posture across your architecture. It revolutionizes AppSec by integrating best-in-class tools for vulnerability management, SCA, SAST, and DAST—offering full-spectrum protection from code to cloud, including runtime visibility.

AccuKnox ASPM makes security alerts easier to manage by removing the clutter. It helps teams focus on real problems. Here’s how:

• False Alerts: Smart rules remove false alerts so you only see real issues.
• Focuses on Larger Issues: Highlights serious problems, like critical risks, first.
• Groups Similar Alerts: Combines repeat alerts into one to simplify your work.
• Ignores Low-Risk Stuff: Skips minor issues that don’t need immediate attention.

This helps teams fix important issues quickly.

AccuKnox ASPM integrates top-tier tools for:

• Software Composition Analysis (SCA)
• Static Application Security Testing (SAST)
• Dynamic Application Security Testing (DAST)
• Secret Scanning
• Infrastructure as Code (IaC) Scanning

These capabilities offer deep insight into both code and infrastructure security.

AccuKnox supports integration with CI/CD tools like GitHub Actions and Jenkins, and many others (see full list). You can add specific steps or plugins to scan for containers, IaC, SAST, and DAST within your workflows. Setup involves generating an AccuKnox API token and configuring it as a secret in your CI/CD environment, along with the variables for the scanner.

AccuKnox identifies a wide range of issues, including:

• Container & Supply Chain: RCE, DoS, authentication issues, sensitive data leaks
• IaC: Misconfigurations in security groups, storage accounts, and instances
• SAST: Null pointer exceptions, XXE, Injection, privilege escalation
• DAST: XSS, SQL injection, file inclusion, CORS issues, missing security headers

Secret Scan: Password, Access Key, Sensitive data leakage

Yes. AccuKnox not only detects issues but also provides actionable recommendations. These may include version upgrades, fix suggestions for IaC misconfigurations, or guidance on resolving code-level vulnerabilities like RCE or hardcoded credentials.

All findings from Container, IaC, SAST, and DAST scans can be reviewed in the AccuKnox Dashboard. Go to the Issues section → Findings tab → select the relevant scan (e.g., Container Image Findings, IaC Findings) to view detailed results and remediation advice.

Its great for any DevSecOps, CISOs or SOC team who wants to understand specific on-demand queries about security. It can help to accelerate productivity, efficiency and proactive responses to security concerns.

AccuKnox AI Copilot competes with Sysdig Sage and other CNAPP Chatbot curated for security. Here are its understanding based on its features –

Advantages:

• On-demand answers to all kinds of platform related questions, statistics or information related question about compliance or vulnerabilities
• Curated responses based on security Personas – such as CISO’s, DevSecOps
• Get attack relationship from comparison of various threat vectors across the infrastructure
• Drastically reduce learning curve and accelerate proactive response to critical cloud risks

Disadvantages:

• Its a standalone environment which could require additional compute, storage or memory to run and hence can incur costs
• For proactive remediation, its best to go with human-in-the-loop model
• Answer to the question largely depends on the data it was last trained on and hence periodic training would be a requirement
• Data is still the King! Means the more the data system learns on.. The better informed it could be on the aspects of responses on abstracted query.

AccuKnox AI Copilot follows best practices of RBAC and ensures multi-tenancy in the tenant hosted data with guardrails on the prompt as well as the questions. It also ensures security based on OWASP LLM Top 10.

AccuKnox AI Copilot was built while considering efficiency and productivity as major outcomes for the DevSecOps or CISOs so that they can make informed decisions and get curated responses reducing delta time in fetching the information. Also its good at summarizing a lot of data over the period of time and showcase trends for more deeper analysis.

Its plug and play where we offer to host the same in customer env as On-Prem or SaaS (in secured multi-tenant environment).

Its one of the main objective is to reduce learning curve and it can start generating value since day 1 and largely depends on asking security questions at real-time without having to deal with point-in-time snapshot.

AccuKnox can integrate multiple Cloud Account, Registries, SIEM platform, Ticketing or Notifications Tools and the list is ever growing. AccuKnox is pretty flexible to support the progression of the list with the customer’s request as our roadmap item. Some of the supported today are as follows:

• Security Events/SIEM : Splunk, Rsyslog, AWS CloudWatch, Elastic Search, Webhooks
• Notification Tools: Slack, Jira, PagerDuty, Emails
• Ticketing Tools: Jira, FreshService, Connectwise, Zendesk,
• Registries: Nexus, ECR, GCR, DockerHub

1. 1. Does AccuKnox have its own vulnerability database?
   2. How is the vulnerability database used in an air-gapped environment on-premises?
   3. What is the frequency of database updates?
   4. What is the hit rate of vulnerabilities?
   5. Are there any dashboard comparisons with WhiteSource & Black Duck?

1. Can AccuKnox integrate with Codex for convenient management alongside other tools?
2. Please provide the related methods and documentation if possible. If not, why isn’t Accuknox on Codex?

1. Does AccuKnox have a honeypot to divert traffic when under heavy attack for analysis purposes? – Not supported
2. Can AccuKnox support multi-tenancy features?
3. How can detailed permissions be set?
4. Can AccuKnox SaaS be deployed on Windows based VMs? What are the steps to do so?
   Not supported

1. For product implementation your documents state that there is a guide or AI for support, is not it accompanied by human technical support? How much time does it take to have the product working?

• a. AccuKnox technical support is not automated with AI, but with a dedicated team of Solution Engineers & DevOps. For detailed support tiers, please refer to the table below:
• 

• 2. For daily activities do you provide human technical support? Is it 24h/7d? Does it cost extra or is it included?
• Please refer above

• 3. If you have a demo or video showing the product into actions we would like to watch it.
• Yes, we do have a very crisp and succinct product demonstration – Refer to this 10 mins YT video

• 1. As you are already working with 1-2 partners in Spain and a few in Europe …Which currency do you use to establish pricing and make payments?
• AccuKnox is a product based out of US region proprietorship. AccuKnox CNAPP billing will be handled only by one currency, which is USD.
• 2. Which is the official location of Accuknox for the relationship (to evaluate taxing and other issues)?
• United States
• 3. Which is the standard “commission” for Partners” and Is it constant through all the life of the contract with the client and so it is paid monthly?
• We can flexibly do the SPIF incentives per the mutual agreement between us
• 4. Which is the info that you require to understand that a “valid offer” has been submitted into your system and give preference to a partner before other partners?
• We require our partners to do “Deal Registration” (page link here)
• Our partners can get the deal registration visibility, on need basis – contact us anytime at [email protected] to get the visibility (or) any deal registration queries.
• 5. We saw some “Development funds” among the advantages for partners. What do they consist of?
• MDF (Market Development Funds) are something that we usually provide to our channel partners to generate a pipeline of revenue streams. PFB general tiers:
• We can discuss it further with Our Global Partnership Head to discuss the MDF %
• 6. Can you provide us with the General Terms and Conditions for Partners? This will allow us to understand commercially the way you work (scope of work, price, payment, marketing materials, liabilities, dispute resolution procedures and so)
• All details regarding the partnership guidelines – refer this document

Yes, we do, we have signed up a few MSSPs and are on an aggressive path to sign up a lot more globally (Traditional Security MSSPs, Cloud Native MSSPs, Telco Carriers, etc.)

It is as part of the roadmap and expected by Q1 2025

You get hardening policies via AccuKnox enforcement engine KubeArmor

If it is an end customer – here is the SLA.

If it is a MSSP model, it is a revenue share.

We have a 100% partner aligned go to market approach. to this goal, we provide our partners the following

• Free training, certification
• Joint marketing
• Lead sharing

We are in the process of listing on

• AWS
• Azure
• GCP
• Oracle
• VMWare
• IBM/OpenShift

We have a global partnership with TCS
We have a reseller partnership with Ambisure.

We support following cloud platforms –

• Public Cloud – AWS, AZURE, GCP, Oracle

We support on-prem environments like

• Managed Cluster – OpenShift, Rancher, VMWare Tanzu
• Unmanaged Cluster – Vanilla k8s (using kubeadm), microK8s, K3S
• DC or VM

Please visit our pricing page for detailed understanding.

We are committed to a 100% partner aligned go to market model.

• Resellers
• ISV (independent software vendors) – integrations
• MSSPs
• Systems Integrators
• Distributors

Contact us at [email protected] to get more information

Here is our reseller contract, we will be open to a discussion: View PDF
Contact us at [email protected] to get more information.

Wiz offers broad visibility, but lacks the deep runtime protection AccuKnox delivers. With AccuKnox, enterprises gain zero-trust runtime controls and Kubernetes-native enforcement that Wiz cannot provide. Explore how Accuknox can deliver more at AccuKnox vs Wiz Comparison and AccuKnox Kubernetes Security

Wiz is good in scanning and compliance but does not stop active runtime exploits. AccuKnox provides defense-in-depth runtime policies that block threats in real time, bridging a critical gap. Read more at Top Wiz Alternatives and AccuKnox Runtime Security

Migrating from Wiz to AccuKnox is straightforward with guided onboarding, automated policy generation, and support from our solution engineers. AccuKnox ensures smooth transition with minimal downtime. Explore AccuKnox vs Wiz

Orca focuses on agentless scanning for misconfigurations but doesn’t provide runtime blocking. AccuKnox complements observability with runtime defense and policy automation, ensuring attacks don’t bypass detection. Learn more at AccuKnox Orca Comparison and AccuKnox CNAPP

Orca lacks depth in Kubernetes runtime security. AccuKnox offers CNCF-aligned controls, built natively for Kubernetes. Dive into AccuKnox vs Orca Alternatives and AccuKnox Kubernetes Security

Orca highlights detection but cannot actively stop runtime threats. AccuKnox’s policy-driven runtime security ensures live enforcement and zero-trust protection. Explore AccuKnox Orca Comparison and AccuKnox Runtime Protection

SentinelOne is strong in endpoint detection but less effective in cloud-native runtime protection. AccuKnox bridges this by focusing on Kubernetes, containers, and runtime security. AccuKnox SentinelOne Alternatives, AccuKnox Runtime Security

SentinelOne focuses on endpoint AI-driven defense but lacks Kubernetes-native controls. AccuKnox enforces runtime policies within clusters, making it purpose-built for cloud workloads. Learn more at AccuKnox vs SentinelOne Comparison and AccuKnox Kubernetes Security

SentinelOne reacts to threats post-compromise, while AccuKnox prevents runtime exploits proactively through zero-trust enforcement and microsegmentation. Learn more at AccuKnox vs SentinelOne and AccuKnox Zero Trust

Check Point’s strengths are network firewalls and traditional perimeter security. AccuKnox goes beyond, delivering zero-trust, cloud-native runtime enforcement that adapts dynamically. Read more at AccuKnox vs Check Point and AccuKnox Zero Trust

Check Point secures traffic but does not enforce workload runtime controls. AccuKnox fills this gap with real-time runtime protection and Kubernetes-native policies.Explore AccuKnox vs Check Point Comparison and AccuKnox Runtime Security

Check Point lacks Kubernetes runtime enforcement. AccuKnox offers deep runtime observability and proactive threat blocking inside clusters. AccuKnox Check Point Alternatives and AccuKnox Kubernetes Security

AccuKnox provides guided migration with minimal downtime, leveraging automation and pre-built runtime policies. Aqua focuses more on scanning, but AccuKnox ensures proactive runtime enforcement. Explore AccuKnox vs Aqua

Aqua provides strong scanning, but AccuKnox adds runtime enforcement and microsegmentation to prevent real-time exploits. Learn more at AccuKnox vs Aqua Security Comparison and AccuKnox Runtime Security

Aqua is more focused on compliance but falls short on zero-trust runtime security. AccuKnox enforces microsegmentation and runtime controls that ensure stronger workload protection. Explore AccuKnox vs Aqua and AccuKnox Zero Trust

AccuKnox supports containerized and Kubernetes-orchestrated workloads. It also secures VM and bare-metal-based workloads on IoT/Edge devices. Kernel-level security and observability are key features.

How is the installation of AccuKnox looking like on IoT/edge devices?

Use kArmor’s discovery tool to auto-generate least permissive security policies. Apply these policies to block unauthorized file or process access. Monitor logs to ensure policies are enforced.

IoT/Edge workloads face risks like unauthorized access and file tampering. AccuKnox prevents these with microsegmentation and process-level controls. It also enforces read-only protection for critical directories.

AccuKnox 5GNAPP is a 5G-native security posture management platform designed to simplify and automate the protection of 5G assets. Built for modern 5G/IoT networks, it addresses the increased attack surface, edge processing, and multi-vendor complexity with cloud-native security principles.

It protects against insecure designs (T-O-RAN-01), misconfigurations (T-O-RAN-02), and malicious xApps (T-NEAR-RT-01) using behavioral analytics, policy enforcement, and threat containment, ensuring UE privacy and O-RAN component integrity.

5GNAPP provides SD-RAN config validation, auto-generated xApp/NRT-RIC policies, real-time intrusion detection (via 5G-Spector), and continuous monitoring with 5G-KubeArmor. It offers audit governance, Istio rate-control enforcement, and a unified view of app behavior.