Anomaly Detection for Vehicle Diagnostics Based on OBD Snapshots With Cause Investigation.

Eric Sax https://www.itiv.kit.edu/21_3940.php

Veljko Vucinic Luca Seidel Nikola Lukezic Frank Hantschel Thomas Kotschenreuther Dragan Aleksendric Eric Sax Anomaly Detection for Vehicle Diagnostics Based on OBD Snapshots With Cause Investigation. 2026 24765-24785 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3664118 db/journals/access/access14.html#VucinicSLHKAS26 streams/journals/access

Stefan Otten Philipp Reis Philipp Rigoll Joshua Ransiek Tobias Schürmann Jacob Langner Eric Sax Generative AI in Systems Engineering: A Framework for Risk Assessment of Large Language Models. 2026 February abs/2602.04358 CoRR https://doi.org/10.48550/arXiv.2602.04358 db/journals/corr/corr2602.html#abs-2602-04358 streams/journals/corr

Martin Sommer Luca Seidel Eric Sax Control-over-the-air (COTA) for automotive comfort functions. 1945-1950 2025 CoDIT https://doi.org/10.1109/CoDIT66093.2025.11321710 conf/codit/2025 db/conf/codit/codit2025.html#SommerSS25 Tin Stribor Sohn Maximilian Dillitzer Johannes Bach Jason J. Corso Tim Brühl Robin Schwager Tim Dieter Eberhardt Eric Sax Drive4C: A Closed-Loop Benchmark on What Foundation Models Really Need to Be Capable of for Language-Guided Autonomous Driving. 3859-3869 2025 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2025W/WDFM-AD/html/Sohn_Drive4C_A_Closed-Loop_Benchmark_on_What_Foundation_Models_Really_Need_CVPRW_2025_paper.html conf/cvpr/2025w db/conf/cvpr/cvprw2025.html#SohnDBCBSES25 Jan Ruhnau Martin Sommer Falk Dettinger David Kraus Steffen Becker 0001 Eric Sax Michael Weyrich Vehicle Function Offloading: Finding the Optimal Cloud/Edge Application Model (OptiCAM). 556-571 2025 FICC (1) https://doi.org/10.1007/978-3-031-84457-7_34 conf/ficc/2025-1 db/conf/ficc/ficc2025-1.html#RuhnauSDK0SW25 Carolin Schiefer Maren Frederike Stumpf Eric Sax Energy Management for Fuel-Cell-Range-Extender Buses Based on Dynamic Programming and Neural Network. 335-340 2025 ICVES https://doi.org/10.1109/ICVES65691.2025.11375869 conf/icves/2025 db/conf/icves/icves2025.html#SchieferSS25 Philipp Reis Joshua Ransiek David Petri Tobias Schürmann Jacob Langner Eric Sax A Data-Driven Novelty Score for Diverse in-Vehicle Data Recording. 248-255 2025 ITSC https://doi.org/10.1109/ITSC60802.2025.11423159 conf/itsc/2025 db/conf/itsc/itsc2025.html#ReisRPSLS25 Laurenz Adolph Barbara Schütt David Kraus Eric Sax Navigating Dimensionality Through State Machines in Automotive System Validation. 125-132 2025 MODELSWARD https://doi.org/10.5220/0013080800003896 conf/modelsward/2025 db/conf/modelsward/modelsward2025.html#AdolphSKS25 Yuna Haas Daniel Baumann Nikola Lukezic Daniel Grimm Luca Seidel Vitus Lüntzel David Kraus Eric Sax Paving the Road for Automated Buses in Public Transit: Technologies and Challenges. 1-6 2025 MT-ITS https://doi.org/10.1109/MT-ITS68460.2025.11223594 conf/mtits/2025 db/conf/mtits/mtits2025.html#HaasBLGSLKS25 Moritz Zink Daniel Grimm Eric Sax AURORA Networks: Auto-associative Universal Real-Time Outlier Risk Assessment Networks. 499-510 2025 SAFECOMP (Workshops) https://doi.org/10.1007/978-3-032-02018-5_36 conf/safecomp/2025w db/conf/safecomp/safecomp2025w.html#ZinkGS25 streams/conf/safecomp Joshua Ransiek Philipp Reis Tobias Schürmann Eric Sax Adversarial and Reactive Traffic Entities for Behavior-Realistic Driving Simulation: A Review. SMC 2025 497-504 conf/smc/2025 https://doi.org/10.1109/SMC58881.2025.11342478 db/conf/smc/smc2025.html#RansiekRSS25 streams/conf/smc Jannis Erz Simon Burton Eric Sax Formal Safety and Robustness Verification of Nonlinear Vehicle Systems Under Uncertainty Using Sum-of-Squares Optimization. SMC 2025 6659-6666 conf/smc/2025 https://doi.org/10.1109/SMC58881.2025.11343027 db/conf/smc/smc2025.html#ErzBS25 streams/conf/smc Ann-Therese Tabea Nägele Marc Schindewolf Eric Sax Collaborative Continuous Testing of Automotive Services (CoCo Test). 1-8 2025 SysCon https://doi.org/10.1109/SysCon64521.2025.11014795 conf/syscon/2025 db/conf/syscon/syscon2025.html#NageleSS25 Tin Stribor Sohn Maximilian Dillitzer Tim Brühl Robin Schwager Tim Dieter Eberhardt Michael Auerbach Eric Sax Large Language Model-Informed Geometric Trajectory Embedding for Driving Scenario Retrieval. 66-75 2025 VEHITS https://doi.org/10.5220/0013276500003941 conf/vehits/2025 db/conf/vehits/vehits2025.html#SohnDBSEAS25

Tin Stribor Sohn Philipp Reis Maximilian Dillitzer Johannes Bach Jason J. Corso Eric Sax A Framework for a Capability-driven Evaluation of Scenario Understanding for Multimodal Large Language Models in Autonomous Driving. 2025 March abs/2503.11400 CoRR https://doi.org/10.48550/arXiv.2503.11400 db/journals/corr/corr2503.html#abs-2503-11400 streams/journals/corr

Christian Steinhauser Philipp Reis Hubert Padusinski Jacob Langner Eric Sax Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance. 2025 March abs/2503.22375 CoRR https://doi.org/10.48550/arXiv.2503.22375 db/journals/corr/corr2503.html#abs-2503-22375 streams/journals/corr

Philipp Reis Joshua Ransiek David Petri Jacob Langner Eric Sax A Data-Driven Novelty Score for Diverse In-Vehicle Data Recording. 2025 July abs/2507.04529 CoRR https://doi.org/10.48550/arXiv.2507.04529 db/journals/corr/corr2507.html#abs-2507-04529 streams/journals/corr

Carl Philipp Hohl Philipp Reis Tobias Schürmann Stefan Otten Eric Sax Structuring Automotive Data for Systems Engineering: A Taxonomy-Based Approach. 2025 October abs/2510.00963 CoRR https://doi.org/10.48550/arXiv.2510.00963 db/journals/corr/corr2510.html#abs-2510-00963 streams/journals/corr

Philipp Reis Philipp Rigoll Christian Steinhauser Jacob Langner Eric Sax A Feedback-Control Framework for Efficient Dataset Collection from In-Vehicle Data Streams. 2025 November abs/2511.03239 CoRR https://doi.org/10.48550/arXiv.2511.03239 db/journals/corr/corr2511.html#abs-2511-03239 streams/journals/corr

Tin Stribor Sohn Maximilian Dillitzer Jason J. Corso Eric Sax R4: Retrieval-Augmented Reasoning for Vision-Language Models in 4D Spatio-Temporal Space. 2025 December abs/2512.15940 CoRR https://doi.org/10.48550/arXiv.2512.15940 db/journals/corr/corr2512.html#abs-2512-15940 streams/journals/corr

Tin Stribor Sohn Maximilian Dillitzer Jason J. Corso Eric Sax SNOW: Spatio-Temporal Scene Understanding with World Knowledge for Open-World Embodied Reasoning. 2025 December abs/2512.16461 CoRR https://doi.org/10.48550/arXiv.2512.16461 db/journals/corr/corr2512.html#abs-2512-16461 streams/journals/corr

Tin Stribor Sohn Maximilian Dillitzer Jason J. Corso Eric Sax Embodied4C: Measuring What Matters for Embodied Vision-Language Navigation. 2025 December abs/2512.18028 CoRR https://doi.org/10.48550/arXiv.2512.18028 db/journals/corr/corr2512.html#abs-2512-18028 streams/journals/corr

Daniel Grimm Dávid Tollner David Kraus Árpád Török Eric Sax Zsolt Szalay A numerical verification method for multi-class feed-forward neural networks. 123345 2024 247 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.123345 https://www.wikidata.org/entity/Q129042579 db/journals/eswa/eswa247.html#GrimmTKTSS24

Andreas Puder Moritz Zink Luca Seidel Eric Sax Hybrid Anomaly Detection in Time Series by Combining Kalman Filters and Machine Learning Models. 2895 2024 May 24 Sensors 9 https://doi.org/10.3390/s24092895 db/journals/sensors/sensors24.html#PuderZSS24

Florian Sommer Mona Gierl Reiner Kriesten Frank Kargl Eric Sax Combining Cyber Security Intelligence to Refine Automotive Cyber Threats. 16 2024 May 27 ACM Trans. Priv. Secur. 2 https://doi.org/10.1145/3644075 https://www.wikidata.org/entity/Q128649297 db/journals/tissec/tissec27.html#SommerGKKS24 streams/journals/tissec

Daniel Grimm Moritz Zink Marc Schindewolf Eric Sax Cyber Situational Awareness in Vehicle Security Operations: Holistic Monitoring and a Data Model. 1-7 2024 CNSM https://doi.org/10.23919/CNSM62983.2024.10814319 conf/cnsm/2024 db/conf/cnsm/cnsm2024.html#GrimmZSS24 Goutham Bharadwaj Ramesh Mohamad Chamas Hanxi Jiang Eric Sax Dynamic Behavior Prediction for In-Cabin Monitoring System Using Temporal Graph Neural Networks with Novel Edge-State Attribute. 309-317 2024 CSAI https://doi.org/10.1145/3709026.3709075 conf/csai/2024 db/conf/csai/csai2024.html#RameshCJS24 Sunilkumar Raghuraman Daniel Baumann Marc Schindewolf Eric Sax Influential Factors on Drivetrain Consumption in Electric City Buses and Assessing the Optimization Potentials. 330-337 2024 DATA https://doi.org/10.5220/0012758700003756 conf/data/2024 db/conf/data/data2024.html#RaghuramanBSS24 Matthias Stammler Julian Lorenz Eric Sax Jürgen Becker 0001 Matthias Hamann Patrick Bidinger Andreas Dewald Paraskevi Georgouti Alexios Camarinopoulos Günter Becker Klaus Finsterbusch Maximilian Kirschner Laurenz Adolph Carl Philipp Hohl Maria Rill Daniel Vonderau Victor Pazmino Betancourt UNCOVER: Data-Driven Design Support through Continuous Monitoring of Security Incidents. 1-6 2024 DATE https://doi.org/10.23919/DATE58400.2024.10546791 conf/date/2024 db/conf/date/date2024.html#StammlerLS0HBDG24 Goutham Bharadwaj Ramesh Mohamad Chamas Aoli Wang Eric Sax Auto-Adaptive Diffusion Model-Based Uniformization of Automotive Camera Sensor Data. 246-255 2024 ICAAI https://doi.org/10.1145/3704137.3704195 conf/icaai/2024 db/conf/icaai/icaai2024.html#RameshCWS24 Patrick Petersen Hanno Stage Philipp Reis Jonas Rauch Eric Sax Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition. 809-816 2024 ICPRAM https://doi.org/10.5220/0012428900003654 conf/icpram/2024 db/conf/icpram/icpram2024.html#PetersenSRRS24 Christian Steinhauser Joshua Ransiek Jacob Langner Eric Sax Contextualizing the Sim-to-Real Gap for Hardware-in-the-Loop Testing of Highly Automated Driving Functions. 404-411 2024 ICSRS https://doi.org/10.1109/ICSRS63046.2024.10927458 conf/icsrs/2024 db/conf/icsrs/icsrs2024.html#SteinhauserRLS24 Hubert Padusinski Christian Steinhauser Thilo Braun Lennart Ries Eric Sax The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations. 70-77 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10919686 conf/itsc/2024 db/conf/itsc/itsc2024.html#PadusinskiSBRS24 Julian Knödler Helen Lokowandt Eric Sax Approach to Assimilate External Weather Information to Onboard Vehicle Measurements to Account for Weather-Related Impact Factors. 1426-1433 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10919566 conf/itsc/2024 db/conf/itsc/itsc2024.html#KnodlerLS24 Philipp Reis Philipp Rigoll Eric Sax Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection. 1962-1967 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10920178 conf/itsc/2024 db/conf/itsc/itsc2024.html#ReisRS24 Philipp Rigoll Laurenz Adolph Lennart Ries Eric Sax CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing. 2398-2404 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10920034 conf/itsc/2024 db/conf/itsc/itsc2024.html#RigollARS24 Joshua Ransiek Johannes Plaum Jacob Langner Eric Sax GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation. 2651-2658 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10919498 conf/itsc/2024 db/conf/itsc/itsc2024.html#RansiekPLS24 Shubham Gupta Martin Stoffel Halimeh Agh Stefan Wagner 0001 Eric Sax Dual Image Cropping Algorithm for Enabling Redundant ASIL-D Safe Lane Detection. 2875-2882 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10919983 conf/itsc/2024 db/conf/itsc/itsc2024.html#GuptaSA0S24 Tin Stribor Sohn Nora Gorhan Maximilian Dillitzer Lukas Ewecker Tim Brühl Robin Schwager Ann-Therese Nägele Eric Sax Feature-Based Test Scenario Selection in Automated Driving: Insights from SHAP Values. 4180-4187 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10920003 conf/itsc/2024 db/conf/itsc/itsc2024.html#SohnGDEBSNS24 Philipp Rigoll Jacob Langner Lennart Ries Eric Sax Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets. 1053-1059 2024 IV https://doi.org/10.1109/IV55156.2024.10588869 conf/ivs/2024 db/conf/ivs/ivs2024.html#RigollLRS24 Daniel Grimm Marc Schindewolf David Kraus Eric Sax Co-simulate no more: The CARLA V2X Sensor. 2429-2436 2024 IV https://doi.org/10.1109/IV55156.2024.10588488 conf/ivs/2024 db/conf/ivs/ivs2024.html#GrimmSKS24 Martin Sommer Daniel Baumann Tobias Rösch Falk Dettinger Eric Sax Michael Weyrich Process for the Identification of Vehicle Functions for Cloud Offloading. 596-608 2024 SAI (2) https://doi.org/10.1007/978-3-031-62277-9_38 conf/sai/2024-2 db/conf/sai/sai2024-2.html#SommerBRDSW24 Martin Sommer Houssem Guissouma Marc Schindewolf Eric Sax An Orchestrator for the Dynamic Extension of Automotive E/E Architectures to the Cloud. 24-41 2024 SummerSOC https://doi.org/10.1007/978-3-031-72578-4_2 conf/summersoc/2024 db/conf/summersoc/summersoc2024.html#SommerGSS24 Daniel Baumann Martin Sommer Falk Dettinger Tobias Rösch Michael Weyrich Eric Sax Connected Vehicle: Ontology, Taxonomy and Use Cases. 1-6 2024 SysCon https://doi.org/10.1109/SysCon61195.2024.10553586 conf/syscon/2024 db/conf/syscon/syscon2024.html#BaumannSDRWS24 Martin Stoffel Marc Schindewolf Eric Sax On-Demand Triple Modular Redundancy for Automotive Applications. 1-8 2024 SysCon https://doi.org/10.1109/SysCon61195.2024.10553499 conf/syscon/2024 db/conf/syscon/syscon2024.html#StoffelSS24 Tin Stribor Sohn Maximilian Dillitzer Lukas Ewecker Tim Brühl Robin Schwager Lena Dalke Philip Elspas Frank Oechsle Eric Sax Towards Scenario Retrieval of Real Driving Data with Large Vision-Language Models. 496-505 2024 VEHITS https://doi.org/10.5220/0012738500003702 conf/vehits/2024 db/conf/vehits/vehits2024.html#SohnDEBSDEOS24

Hubert Padusinski Thilo Braun Christian Steinhauser Lennart Ries Eric Sax The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Circumstances. 2024 abs/2401.14831 CoRR https://doi.org/10.48550/arXiv.2401.14831 db/journals/corr/corr2401.html#abs-2401-14831

Matthias Kern Ferhat Erata Ashlin Iser Carsten Sinz Frédéric Loiret Stefan Otten Eric Sax Integrating Static Code Analysis Toolchains. 2024 abs/2403.05986 CoRR https://doi.org/10.48550/arXiv.2403.05986 db/journals/corr/corr2403.html#abs-2403-05986

Philipp Rigoll Laurenz Adolph Lennart Ries Eric Sax CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing. 2024 abs/2404.05309 CoRR https://doi.org/10.48550/arXiv.2404.05309 db/journals/corr/corr2404.html#abs-2404-05309

Joshua Ransiek Johannes Plaum Jacob Langner Eric Sax GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation. 2024 abs/2406.03870 CoRR https://doi.org/10.48550/arXiv.2406.03870 db/journals/corr/corr2406.html#abs-2406-03870

Philipp Reis Philipp Rigoll Eric Sax Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection. 2024 abs/2407.02008 CoRR https://doi.org/10.48550/arXiv.2407.02008 db/journals/corr/corr2407.html#abs-2407-02008 streams/journals/corr

Laurenz Adolph Barbara Schütt David Kraus Eric Sax Navigating Dimensionality through State Machines in Automotive System Validation. 2024 abs/2408.10569 CoRR https://doi.org/10.48550/arXiv.2408.10569 db/journals/corr/corr2408.html#abs-2408-10569 streams/journals/corr

Joshua Ransiek Philipp Reis Eric Sax Adversarial and Reactive Traffic Agents for Realistic Driving Simulation. 2024 abs/2409.14196 CoRR https://doi.org/10.48550/arXiv.2409.14196 db/journals/corr/corr2409.html#abs-2409-14196 streams/journals/corr

Marco Stang Martin Sommer David Kraus Eric Sax Improving the Validation of Automotive Self-Learning Systems through the Synergy of Scenario-Based Testing and Metamorphic Relations. 02:1-02:7 2023 BDCAT https://doi.org/10.1145/3632366.3632383 conf/bdc/2023 db/conf/bdc/bdcat2023.html#StangSKS23 Andreas Puder Marc Schindewolf Eric Sax Ontology-Based Service Composition for Interoperable and Modular Medical Devices. 791-797 2023 CBMS https://doi.org/10.1109/CBMS58004.2023.00321 conf/cbms/2023 db/conf/cbms/cbms2023.html#PuderSS23 Yi Zhai 0002 Michael Hahn 0002 Mario Caggiano Eric Sax Automotive Software Partitioning: A Production-Centric Perspective. 2023 ESSE https://doi.org/10.1145/3651640.3651647 https://www.wikidata.org/entity/Q130817721 conf/esse/2023 db/conf/esse/esse2023.html#ZhaiHCS23 Goutham Bharadwaj Ramesh Mohamad Chamas Marc Schindewolf David Kraus Eric Sax Plug-and-Play Feature for Automotive Camera Sensors Using ReCoIN Model With Smart Configuration. 725-732 2023 ICCAIS https://doi.org/10.1109/ICCAIS59597.2023.10382373 conf/iccais/2023 db/conf/iccais/iccais2023.html#RameshCSKS23 Houssem Guissouma Moritz Zink Eric Sax Continuous Safety Assessment of Updated Supervised Learning Models in Shadow Mode. 301-308 2023 ICSA-C https://doi.org/10.1109/ICSA-C57050.2023.00069 conf/icsa/2023c db/conf/icsa/icsa2023c.html#GuissoumaZS23 Barbara Schütt Meng Zhang Christian Steinhauser Eric Sax Evolutionary Behavior Tree Generation for Dynamic Scenario Creation in Testing of Automated Driving Systems. 322-330 2023 ICSRS https://doi.org/10.1109/ICSRS59833.2023.10381411 conf/icsrs/2023 db/conf/icsrs/icsrs2023.html#SchuttZSS23 Daniel Grimm Marc Schindewolf Eric Sax Fleet in the Loop: An Open Source approach for design and test of resilient vehicle architectures. 1-8 2023 ISADS https://doi.org/10.1109/ISADS56919.2023.10092108 conf/isads/2023 db/conf/isads/isads2023.html#GrimmSS23 Philipp Rigoll Patrick Petersen Hanno Stage Lennart Ries Eric Sax Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain. 168-174 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422271 conf/itsc/2023 db/conf/itsc/itsc2023.html#RigollPSRS23 Thilo Braun Julian Fuchs Felix Reisgys Lennart Ries Johannes Plaum Barbara Schütt Eric Sax A Review of Scenario Similarity Measures for Validation of Highly Automated Driving. 689-696 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422046 conf/itsc/2023 db/conf/itsc/itsc2023.html#BraunFRRPSS23 Hanno Stage Lukas Ewecker Jacob Langner Tin Stribor Sohn Thomas Villmann Eric Sax Reducing Computer Vision Dataset Size via Selective Sampling. 1422-1428 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422460 conf/itsc/2023 db/conf/itsc/itsc2023.html#StageELSVS23 Barbara Schütt Stefan Otten Eric Sax Clustering-based Criticality Analysis for Testing of Automated Driving Systems. 1812-1819 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422033 conf/itsc/2023 db/conf/itsc/itsc2023.html#SchuttOS23 Daniel Grimm Aljoscha Lautenbach Magnus Almgren Tomas Olovsson Eric Sax Gap Analysis of ISO/SAE 21434 - Improving the Automotive Cybersecurity Engineering Life Cycle. 1904-1911 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422100 conf/itsc/2023 db/conf/itsc/itsc2023.html#GrimmLAOS23 Joshua Ransiek Barbara Schütt Adrian Hof Eric Sax Generation of Adversarial Trajectories using Reinforcement Learning to Test Motion Planning Algorithms. 2819-2826 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422130 conf/itsc/2023 db/conf/itsc/itsc2023.html#RansiekSHS23 Lucas Fonseca Alexandre de Oliveira Johannes Bernhard Lars Schories Martin Meywerk Eric Sax Enhancing CARLA Traffic Simulation with Pedestrian Animation for Testing Perception Functions in Automated Driving. 3859-3864 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422666 conf/itsc/2023 db/conf/itsc/itsc2023.html#OliveiraBSMS23 Barbara Schütt Joshua Ransiek Thilo Braun Eric Sax 1001 Ways of Scenario Generation for Testing of Self-driving Cars: A Survey. 1-8 2023 IV https://doi.org/10.1109/IV55152.2023.10186735 conf/ivs/2023 db/conf/ivs/ivs2023.html#SchuttRBS23 Barbara Schütt Maximilian Zipfl J. Marius Zöllner Eric Sax Inverse Universal Traffic Quality - a Criticality Metric for Crowded Urban Traffic Scenes. 1-7 2023 IV https://doi.org/10.1109/IV55152.2023.10186802 conf/ivs/2023 db/conf/ivs/ivs2023.html#SchuttZZS23 Martin Stoffel Eric Sax Distributed Voters for Automotive Applications. 1-8 2023 IV https://doi.org/10.1109/IV55152.2023.10186579 conf/ivs/2023 db/conf/ivs/ivs2023.html#StoffelS23 Marc Schindewolf Jan Willem Wittler Thomas Kühn 0001 Daniel Grimm Eric Sax A Model-Based Approach to Automotive Feature Development for Updates and Upgrades. 19-26 2023 SOSE https://doi.org/10.1109/SOSE58276.2023.00009 conf/sose/2023 db/conf/sose/sose2023.html#SchindewolfWKGS23 Jan Ruhnau Martin Sommer Jacqueline Henle Alexander Walz Steffen Becker 0001 Eric Sax Ontology for Vehicle Function Distribution. 1-6 2023 SysCon https://doi.org/10.1109/SysCon53073.2023.10131097 conf/syscon/2023 db/conf/syscon/syscon2023.html#RuhnauSHWBS23 Carolin Junk David Kraus Eric Sax Deep Reinforcement Learning Based Energy Management Strategy in Fuel Cell Range Extender Buses. 352-357 2023 UEMCON https://doi.org/10.1109/UEMCON59035.2023.10316168 conf/uemcom/2023 db/conf/uemcom/uemcom2023.html#JunkKS23 Daniel Grimm Moritz Zink Marc Schindewolf Eric Sax Adaptive Cybersecurity Monitoring for Resilient Vehicular Architectures. 41-48 2023 VNC https://doi.org/10.1109/VNC57357.2023.10136321 conf/vnc/2023 db/conf/vnc/vnc2023.html#GrimmZSS23 Tobias Rösch Sunilkumar Raghuraman Martin Sommer Carolin Junk Daniel Baumann Eric Sax Multi-layer Approach for Energy Consumption Optimization in Electric Buses. 1-6 2023 VTC2023-Spring https://doi.org/10.1109/VTC2023-Spring57618.2023.10199518 conf/vtc/2023s db/conf/vtc/vtc2023s.html#RoschRSJBS23

Philipp Rigoll Patrick Petersen Hanno Stage Lennart Ries Eric Sax Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain. 2023 abs/2304.10247 CoRR https://doi.org/10.48550/arXiv.2304.10247 db/journals/corr/corr2304.html#abs-2304-10247

Barbara Schütt Maximilian Zipfl J. Marius Zöllner Eric Sax Inverse Universal Traffic Quality - a Criticality Metric for Crowded Urban Traffic Scenes. 2023 abs/2304.10849 CoRR https://doi.org/10.48550/arXiv.2304.10849 db/journals/corr/corr2304.html#abs-2304-10849

Barbara Schütt Joshua Ransiek Thilo Braun Eric Sax 1001 Ways of Scenario Generation for Testing of Self-driving Cars: A Survey. 2023 abs/2304.10850 CoRR https://doi.org/10.48550/arXiv.2304.10850 db/journals/corr/corr2304.html#abs-2304-10850

Barbara Schütt Stefan Otten Eric Sax Exploring the Range of Possible Outcomes by means of Logical Scenario Analysis and Reduction for Testing Automated Driving Systems. 2023 abs/2306.12738 CoRR https://doi.org/10.48550/arXiv.2306.12738 db/journals/corr/corr2306.html#abs-2306-12738

Philipp Rigoll Jacob Langner Eric Sax Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets. 2023 abs/2312.01860 CoRR https://doi.org/10.48550/arXiv.2312.01860 db/journals/corr/corr2312.html#abs-2312-01860

Benjamin Alt Minh Dang Nguyen Andreas Hermann 0001 Darko Katic Rainer Jäkel Rüdiger Dillmann Eric Sax EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects for Robotic Manipulation. 2023 abs/2312.13906 CoRR https://doi.org/10.48550/arXiv.2312.13906 db/journals/corr/corr2312.html#abs-2312-13906

Barbara Schütt Markus Steimle Birte Kramer Danny Behnecke Eric Sax A Taxonomy for Quality in Simulation-Based Development and Testing of Automated Driving Systems. 18631-18644 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3149542 db/journals/access/access10.html#SchuttSKBS22

Houssem Guissouma Carl Philipp Hohl Fabian Lesniak Marc Schindewolf Jürgen Becker 0001 Eric Sax Lifecycle Management of Automotive Safety-Critical Over the Air Updates: A Systems Approach. 57696-57717 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3176879 db/journals/access/access10.html#GuissoumaHLSBS22

Andreas Puder Andreas Vetter Marcel Rumez Jacqueline Henle Eric Sax A Mixed E/E-Architecture for Interconnected Operating Tables Inspired by the Automotive Industry. 2241008:1-2241008:16 2022 December 7 J. Medical Robotics Res. 4 https://doi.org/10.1142/S2424905X22410082 db/journals/jmrr/jmrr7.html#PuderVRHS22

Andreas Puder Marcel Rumez Daniel Grimm Eric Sax Generic Patterns for Intrusion Detection Systems in Service-Oriented Automotive and Medical Architectures. 731-749 2022 September 2 J. Cybersecur. Priv. 3 https://doi.org/10.3390/jcp2030037 db/journals/jocsap/jocsap2.html#PuderRGS22

Patrick Petersen Eric Sax A Fully Automated Methodology for the Selection and Extraction of Energy-Relevant Features for the Energy Consumption of Battery Electric Vehicles. 342 2022 3 SN Comput. Sci. 5 https://doi.org/10.1007/s42979-022-01233-7 db/journals/sncs/sncs3.html#PetersenS22

Thilo Braun Lennart Ries Moritz Hesche Stefan Otten Eric Sax Maneuver-based Visualization of Similarities between Recorded Traffic Scenarios. 236-244 2022 DATA https://doi.org/10.5220/0011140600003269 conf/data/2022 db/conf/data/data2022.html#BraunRHOS22 Tobias Rösch Martin Sommer Eric Sax Adaptive application development and integration process for modern automotive software. 85-90 2022 ICCTA https://doi.org/10.1145/3543712.3543718 https://www.wikidata.org/entity/Q130889515 conf/iccta2/2022 db/conf/iccta2/iccta2022.html#RoschSS22 Daniel Baumann Martin Sommer Yannick Schrempp Eric Sax Use of Deep Learning Methods for People Counting in Public Transport. 1-6 2022 ICCVE https://doi.org/10.1109/ICCVE52871.2022.9742924 conf/iccve/2022 db/conf/iccve/iccve2022.html#BaumannSSS22 Daniel Grimm Eric Sax Context-aware vehicle and fleet security combining a Knowledge Graph and an object-oriented model. 1-8 2022 ICCVE https://doi.org/10.1109/ICCVE52871.2022.9742971 conf/iccve/2022 db/conf/iccve/iccve2022.html#GrimmS22 Marc Schindewolf Hannes Stoll Houssem Guissouma Andreas Puder Eric Sax Andreas Vetter Marcel Rumez Jacqueline Henle A Comparison of Architecture Paradigms for Dynamic Reconfıgurable Automotive Networks. 1-7 2022 ICCVE https://doi.org/10.1109/ICCVE52871.2022.9742775 conf/iccve/2022 db/conf/iccve/iccve2022.html#SchindewolfSGPS22 Marco Stang Simon Stock Simon Müller Eric Sax Wilhelm Stork Development of a self-learning automotive comfort function: an adaptive gesture control with few-shot-learning. 1-8 2022 ICCVE https://doi.org/10.1109/ICCVE52871.2022.9742989 conf/iccve/2022 db/conf/iccve/iccve2022.html#StangSMSS22 Andreas Puder Andreas Vetter Marcel Rumez Jacqueline Henle Eric Sax A Mixed E/E-Architecture for Interconnected Operating Tables Inspired by the Automotive Industry. 1-8 2022 ISMR https://doi.org/10.1109/ISMR48347.2022.9807578 conf/ismr/2022 db/conf/ismr/ismr2022.html#PuderVRHS22 Jacqueline Henle Martin Stoffel Marc Schindewolf Ann-Therese Nägele Eric Sax Architecture platforms for future vehicles: a comparison of ROS2 and Adaptive AUTOSAR. 3095-3102 2022 ITSC https://doi.org/10.1109/ITSC55140.2022.9921894 conf/itsc/2022 db/conf/itsc/itsc2022.html#HenleSSNS22 Philipp Rigoll Lennart Ries Eric Sax Scalable Data Set Distillation for the Development of Automated Driving Functions. 3139-3145 2022 ITSC https://doi.org/10.1109/ITSC55140.2022.9921868 conf/itsc/2022 db/conf/itsc/itsc2022.html#RigollRS22 Felix Müller Philipp Nenninger Eric Sax Building a Test Bed for the Periodical Technical Inspection of Sensors Perceiving the Environment in Autonomous Vehicles. 59-70 2022 SAFECOMP Workshops https://doi.org/10.1007/978-3-031-14862-0_3 conf/safecomp/2022w db/conf/safecomp/safecomp2022w.html#MullerNS22 Mona Gierl Reiner Kriesten Eric Sax Security Assessment Prospects as Part of Vehicle Regulations. 97-109 2022 SAFECOMP Workshops https://doi.org/10.1007/978-3-031-14862-0_6 conf/safecomp/2022w db/conf/safecomp/safecomp2022w.html#GierlKS22 Stefan Kugele Philipp Obergfell Eric Sax Model-based resource analysis and synthesis of service-oriented automotive software architectures. 55-56 2022 Software Engineering https://doi.org/10.18420/se2022-ws-017 conf/se/2022 db/conf/se/se2022.html#KugeleOS22 Jannis Erz Barbara Schütt Thilo Braun Houssem Guissouma Eric Sax Towards an Ontology That Reconciles the Operational Design Domain, Scenario-based Testing, and Automated Vehicle Architectures. 1-8 2022 SysCon https://doi.org/10.1109/SysCon53536.2022.9773840 conf/syscon/2022 db/conf/syscon/syscon2022.html#ErzSBGS22 Nathalie Brenner Nicole Rossel Eric Sax Automation Potentials in Public Transport based on a Depot Model. 216-225 2022 VEHITS https://doi.org/10.5220/0010998200003191 conf/vehits/2022 db/conf/vehits/vehits2022.html#BrennerRS22 Barbara Schütt Marc Heinrich Sonja Marahrens J. Marius Zöllner Eric Sax An Application of Scenario Exploration to Find New Scenarios for the Development and Testing of Automated Driving Systems in Urban Scenarios. 338-345 2022 VEHITS https://doi.org/10.5220/0011064600003191 conf/vehits/2022 db/conf/vehits/vehits2022.html#SchuttHMZS22 Patrick Petersen Thomas Rudolf Eric Sax A Data-driven Energy Estimation based on the Mixture of Experts Method for Battery Electric Vehicles. 384-390 2022 VEHITS https://doi.org/10.5220/0011081000003191 conf/vehits/2022 db/conf/vehits/vehits2022.html#PetersenRS22 Christian Steinhauser Maciej Boncler Jacob Langner Steffen Strebel Eric Sax An Efficient Strategy for Testing ADAS on HiL Test Systems with Parallel Condition-based Assessments. 391-399 2022 VEHITS https://doi.org/10.5220/0011081400003191 conf/vehits/2022 db/conf/vehits/vehits2022.html#SteinhauserBLSS22 Philip Elspas Jonas Lindner Mathis Brosowsky Johannes Bach Eric Sax Towards a Scenario Database from Recorded Driving Data with Regular Expressions for Scenario Detection. 400-409 2022 VEHITS https://doi.org/10.5220/0011085200003191 conf/vehits/2022 db/conf/vehits/vehits2022.html#ElspasLBBS22

Barbara Schütt Marc Heinrich Sonja Marahrens J. Marius Zöllner Eric Sax An Application of Scenario Exploration to Find New Scenarios for the Development and Testing of Automated Driving Systems in Urban Scenarios. 2022 abs/2205.08202 CoRR https://doi.org/10.48550/arXiv.2205.08202 db/journals/corr/corr2205.html#abs-2205-08202

Maximilian Zipfl Barbara Schütt J. Marius Zöllner Eric Sax Fingerprint of a Traffic Scene: an Approach for a Generic and Independent Scene Assessment. 2022 abs/2211.13683 CoRR https://doi.org/10.48550/arXiv.2211.13683 db/journals/corr/corr2211.html#abs-2211-13683

Daniel Grimm Marco Stang Eric Sax Context-Aware Security for Vehicles and Fleets: A Survey. 101809-101846 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3097146 db/journals/access/access9.html#GrimmSS21

Stefan Kugele Philipp Obergfell Eric Sax Model-based resource analysis and synthesis of service-oriented automotive software architectures. 1945-1975 2021 20 Softw. Syst. Model. 6 https://doi.org/10.1007/s10270-021-00896-9 db/journals/sosym/sosym20.html#KugeleOS21

Houssem Guissouma Marc Schindewolf Eric Sax ICARUS - Incremental Design and Verification of Software Updates in Safety-Critical Product Lines. 371-378 2021 SEAA https://doi.org/10.1109/SEAA53835.2021.00055 conf/euromicro/2021 db/conf/euromicro/euromicro2021.html#GuissoumaSS21 Marco Stang Maria Guinea Marquez Eric Sax CAGEN - Context-Action Generation for Testing Self-learning Functions. 12-19 2021 IHIET (Strasbourg) https://doi.org/10.1007/978-3-030-74009-2_2 conf/ihiet/2021strasbourg db/conf/ihiet/ihiet2021strasbourg.html#StangMS21 Benedikt Haas Marco Stang Valentin Khan-Blouki Eric Sax Introduction of an Algorithm Based on Convolutional Neural Networks for an Automated Online Correction of Braided Cardiovascular Implants. 28-36 2021 IHIET (Strasbourg) https://doi.org/10.1007/978-3-030-74009-2_4 conf/ihiet/2021strasbourg db/conf/ihiet/ihiet2021strasbourg.html#HaasSKS21 Martin Sommer Carolin Junk Tobias Rösch Eric Sax Intelligent Control of HVAC Systems in Electric Buses. 68-75 2021 IHIET (Strasbourg) https://doi.org/10.1007/978-3-030-74009-2_9 conf/ihiet/2021strasbourg db/conf/ihiet/ihiet2021strasbourg.html#SommerJRS21 Maria Guinea Marco Stang Irma Nitsche Eric Sax Acceptance of Smart Automated Comfort Functionalities in Vehicles. 331-338 2021 IHIET (Strasbourg) https://doi.org/10.1007/978-3-030-74009-2_42 conf/ihiet/2021strasbourg db/conf/ihiet/ihiet2021strasbourg.html#GuineaSNS21 Johannes Bernhard Thomas Schulik Mark Schutera Eric Sax Adaptive test case selection for DNN-based perception functions. 1-7 2021 ISSE https://doi.org/10.1109/ISSE51541.2021.9582499 conf/isse2/2021 db/conf/isse2/isse2021.html#BernhardSSS21 Houssem Guissouma Janis Kröger Sebastian Vander Maelen Eric Sax Extension of Contracts for Variability Modeling and Incremental Update Checks of Cyber Physical Systems. 1-8 2021 ISSE https://doi.org/10.1109/ISSE51541.2021.9582468 conf/isse2/2021 db/conf/isse2/isse2021.html#GuissoumaKMS21 Kevin Neubauer Marcel Rumez Huiying Tremmel Augusto W. Hoppe Reiner Kriesten Philipp Nenninger Eric Sax Jürgen Becker 0001 Virtual Verification of E/E Architectures for Secure Automated Driving Functions. 1-8 2021 ISSE https://doi.org/10.1109/ISSE51541.2021.9582552 conf/isse2/2021 db/conf/isse2/isse2021.html#NeubauerRTHKNS021 Lennart Ries Philipp Rigoll Thilo Braun Thomas Schulik Johannes Daube Eric Sax Trajectory-Based Clustering of Real-World Urban Driving Sequences with Multiple Traffic Objects. 1251-1258 2021 ITSC https://doi.org/10.1109/ITSC48978.2021.9564636 conf/itsc/2021 db/conf/itsc/itsc2021.html#RiesRBSDS21 Johannes Bernhard Mark Schutera Eric Sax Optimizing test-set diversity: Trajectory clustering for scenario-based testing of automated driving systems. 1371-1378 2021 ITSC https://doi.org/10.1109/ITSC48978.2021.9564771 conf/itsc/2021 db/conf/itsc/itsc2021.html#BernhardSS21 Hannes Stoll Daniel Grimm Marc Schindewolf Michel Brodatzki Eric Sax Dynamic Reconfiguration of Automotive Architectures Using a Novel Plug-and-Play Approach. 70-75 2021 IV Workshops https://doi.org/10.1109/IVWorkshops54471.2021.9669222 conf/ivs/2021w db/conf/ivs/ivs2021w.html#StollGSBS21 Philip Elspas Yannick Klose Simon T. Isele Johannes Bach Eric Sax Time Series Segmentation for Driving Scenario Detection with Fully Convolutional Networks. 56-64 2021 VEHITS https://doi.org/10.5220/0010404700560064 conf/vehits/2021 db/conf/vehits/vehits2021.html#ElspasKIBS21 Patrick Petersen Aya Khdar Eric Sax Feature-based Analysis of the Energy Consumption of Battery Electric Vehicles. 223-234 2021 VEHITS https://doi.org/10.5220/0010482802230234 conf/vehits/2021 db/conf/vehits/vehits2021.html#PetersenKS21 Christian King Thilo Braun Constantin Braess Jacob Langner Eric Sax Capturing the Variety of Urban Logical Scenarios from Bird-view Trajectories. 471-480 2021 VEHITS https://doi.org/10.5220/0010441204710480 conf/vehits/2021 db/conf/vehits/vehits2021.html#KingBBLS21 Thilo Braun Lennart Ries Franziska Körtke Lara Ruth Turner Stefan Otten Eric Sax Collection of Requirements and Model-based Approach for Scenario Description. 634-645 2021 VEHITS https://doi.org/10.5220/0010478706340645 conf/vehits/2021 db/conf/vehits/vehits2021.html#BraunRKTOS21 Daniel Baumann Raphael Pfeffer Eric Sax Automatic Generation of Critical Test Cases for the Development of Highly Automated Driving Functions. 1-5 2021 VTC Spring https://doi.org/10.1109/VTC2021-Spring51267.2021.9448686 conf/vtc/2021s db/conf/vtc/vtc2021s.html#BaumannPS21

Barbara Schütt Thilo Braun Stefan Otten Eric Sax SceML - A Graphical Modeling Framework for Scenario-based Testing of Autonomous Vehicles. 2021 abs/2102.04241 CoRR https://arxiv.org/abs/2102.04241 db/journals/corr/corr2102.html#abs-2102-04241

Barbara Schütt Danny Behnecke Birte Kramer Markus Steimle Eric Sax A taxonomy for quality in simulation-based development and testing of automated driving systems. 2021 abs/2102.06588 CoRR https://arxiv.org/abs/2102.06588 db/journals/corr/corr2102.html#abs-2102-06588

Marcel Rumez Daniel Grimm Reiner Kriesten Eric Sax An Overview of Automotive Service-Oriented Architectures and Implications for Security Countermeasures. 221852-221870 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3043070 db/journals/access/access8.html#RumezGKS20

Marcel Rumez Jinghua Lin Thomas Fuchß Reiner Kriesten Eric Sax Anomaly Detection for Automotive Diagnostic Applications Based on N-Grams. 1423-1429 2020 COMPSAC https://doi.org/10.1109/COMPSAC48688.2020.00-56 conf/compsac/2020 db/conf/compsac/compsac2020.html#RumezLFKS20 Maria Guinea Isabel Litton Rigel Smiroldo Irma Nitsche Eric Sax A Proactive Context-Aware Recommender System for In-Vehicle Use. 32:1-32:8 2020 ICVISP https://doi.org/10.1145/3448823.3448852 conf/icvisp/2020 db/conf/icvisp/icvisp2020.html#GuineaLSNS20 Philip Elspas Jacob Langner Michael Aydinbas Johannes Bach Eric Sax Leveraging Regular Expressions for Flexible Scenario Detection in Recorded Driving Data. 1-8 2020 ISSE https://doi.org/10.1109/ISSE49799.2020.9272025 conf/isse2/2020 db/conf/isse2/isse2020.html#ElspasLABS20 Matthias Kern Emre Taspolatoglu Fabian Scheytt Thomas Glock Bo Liu 0051 Victor Pazmino Betancourt Jürgen Becker 0001 Eric Sax An Architecture-based Modeling Approach Using Data Flows for Zone Concepts in Industry 4.0. 1-8 2020 ISSE https://doi.org/10.1109/ISSE49799.2020.9272013 conf/isse2/2020 db/conf/isse2/isse2020.html#KernTSGLB0S20 Christian King Lennart Ries Jacob Langner Eric Sax A Taxonomy and Survey on Validation Approaches for Automated Driving Systems. 1-8 2020 ISSE https://doi.org/10.1109/ISSE49799.2020.9272219 conf/isse2/2020 db/conf/isse2/isse2020.html#KingRLS20 Lennart Ries Maximilian Stumpf Johannes Bach Eric Sax Semantic Comparison of Driving Sequences by Adaptation of Word Embeddings. 1-7 2020 ITSC https://doi.org/10.1109/ITSC45102.2020.9294364 conf/itsc/2020 db/conf/itsc/itsc2020.html#RiesSBS20 Hannes Stoll Eduard Koch Eric Sax Integration of ROS communication interfaces in a model-based tool for the description of AUTOSAR-compliant electrical/electronic architectures (E/E-A) in vehicle development. 1-6 2020 ITSC https://doi.org/10.1109/ITSC45102.2020.9294319 conf/itsc/2020 db/conf/itsc/itsc2020.html#StollKS20 Martin Böhme Marco Stang Ferdin Muetsch Eric Sax TalkyCars: A Distributed Software Platform for Cooperative Perception. 701-707 2020 IV https://doi.org/10.1109/IV47402.2020.9304630 conf/ivs/2020 db/conf/ivs/ivs2020.html#BoehmeSMS20 Marco Stang Daniel Grimm Moritz Gaiser Eric Sax Evaluation of Deep Reinforcement Learning Algorithms for Autonomous Driving. 1576-1582 2020 IV https://doi.org/10.1109/IV47402.2020.9304792 conf/ivs/2020 db/conf/ivs/ivs2020.html#StangGGS20 Jacob Langner Kai-Lukas Bauer Marc Holzäpfel Eric Sax A Process Reference Model for the Virtual Application of Predictive Control Features. 1759-1764 2020 IV https://doi.org/10.1109/IV47402.2020.9304800 conf/ivs/2020 db/conf/ivs/ivs2020.html#LangnerBHS20 Houssem Guissouma Carl Philipp Hohl Hannes Stoll Eric Sax Variability-Aware Process Extension for Updating Cyber Physical Systems Over the Air. 1-8 2020 conf/meco/2020 MECO https://doi.org/10.1109/MECO49872.2020.9134339 db/conf/meco/meco2020.html#GuissoumaHSS20 Andreas Vetter Philipp Obergfell Houssem Guissouma Daniel Grimm Eric Sax Marcel Rumez Development Processes in Automotive Service-oriented Architectures. 1-7 2020 conf/meco/2020 MECO https://doi.org/10.1109/MECO49872.2020.9134175 db/conf/meco/meco2020.html#VetterOGGSR20 Barbara Schütt Thilo Braun Stefan Otten Eric Sax SceML: a graphical modeling framework for scenario-based testing of autonomous vehicles. 114-120 2020 MoDELS https://doi.org/10.1145/3365438.3410933 conf/models/2020 db/conf/models/models2020.html#SchuttBOS20 Daniel Grimm Simon Leiner Martin Sommer Felix Pistorius Eric Sax Flow-based Aggregation of CAN Frames with Compressed Payload. 202-207 2020 SMARTCOMP https://doi.org/10.1109/SMARTCOMP50058.2020.00046 conf/smartcomp/2020 db/conf/smartcomp/smartcomp2020.html#GrimmLSPS20 Victor Pazmino Betancourt Thomas Glock Aleksei Kharitonov Matthias Kern Bo Liu 0051 Eric Sax Jürgen Becker 0001 Linking Intrusion Detection System Information and System Model to Redesign Security Architecture. 1-7 2020 SysCon https://doi.org/10.1109/SysCon47679.2020.9275862 conf/syscon/2020 db/conf/syscon/syscon2020.html#BetancourtGKKLS20 Andreas Lauber Martin Sommer Kevin Fuchs Eric Sax Evolutionary Algorithms to Generate Test Cases for Safety and IT-Security in Automotive Systems. 1-6 2020 SysCon https://doi.org/10.1109/SysCon47679.2020.9275836 conf/syscon/2020 db/conf/syscon/syscon2020.html#LauberSFS20 Jacob Langner Christian Seiffer Stefan Otten Kai-Lukas Bauer Marc Holzäpfel Eric Sax Qualitative Feature Assessment for Longitudinal and Lateral Control-features. 115-122 2020 VEHITS https://doi.org/10.5220/0009425201150122 conf/vehits/2020 db/conf/vehits/vehits2020.html#LangnerSOBHS20 Raphael Pfeffer Jingyu He Eric Sax Development and Implementation of a Concept for the Meta Description of Highway Driving Scenarios with Focus on Interactions of Road Users. 440-447 2020 VEHITS https://doi.org/10.5220/0009341804400447 conf/vehits/2020 db/conf/vehits/vehits2020.html#PfefferHS20 Carl Esselborn Leo Misera Michael Eckert Marc Holzäpfel Eric Sax Map Attribute Validation using Historic Floating Car Data and Anomaly Detection Techniques. 504-514 2020 VEHITS https://doi.org/10.5220/0009425905040514 conf/vehits/2020 db/conf/vehits/vehits2020.html#EsselbornMEHS20 Matthias Kern Ferhat Erata Ashlin Iser Carsten Sinz Frédéric Loiret Stefan Otten Eric Sax Integrating Static Code Analysis Toolchains. 523-528 2019 COMPSAC (1) https://doi.org/10.1109/COMPSAC.2019.00080 conf/compsac/2019-1 db/conf/compsac/compsac2019-1.html#KernEISLOS19 Philipp Obergfell Stefan Kugele Christoph Segler Alois C. Knoll Eric Sax Continuous Software Engineering of Innovative Automotive Functions: An Industrial Perspective. 127-128 2019 ICSA Companion https://doi.org/10.1109/ICSA-C.2019.00030 conf/icsa/2019c db/conf/icsa/icsa2019c.html#ObergfellKSKS19 Christoph Segler Stefan Kugele Philipp Obergfell Mohd Hafeez Osman Sina Shafaei Eric Sax Alois C. Knoll Evaluation of feature selection for anomaly detection in automotive E/E architectures. 260-261 2019 ICSE (Companion Volume) https://doi.org/10.1109/ICSE-Companion.2019.00104 https://dl.acm.org/citation.cfm?id=3339774 conf/icse/2019c db/conf/icse/icse2019c.html#SeglerKOOSSK19 Christian King Lennart Ries Christopher Kober Christoph Wohlfahrt Eric Sax Automated Function Assessment in Driving Scenarios. 414-419 2019 ICST https://doi.org/10.1109/ICST.2019.00050 conf/icst/2019 db/conf/icst/icst2019.html#KingRKWS19 Martin Böhme Andreas Lauber Marco Stang Luyi Pan Eric Sax Using Machine Learning to Optimize Energy Consumption of HVAC Systems in Vehicles. 706-712 2019 IHIET https://doi.org/10.1007/978-3-030-25629-6_110 conf/ihiet/2019 db/conf/ihiet/ihiet2019.html#BohmeLSPS19 Marco Stang Christopher Meier Vinzenz Rau Eric Sax An Evolutionary Approach to Hyper-Parameter Optimization of Neural Networks. 713-718 2019 IHIET https://doi.org/10.1007/978-3-030-25629-6_111 conf/ihiet/2019 db/conf/ihiet/ihiet2019.html#StangMRS19 Thomas Glock Carl Philipp Hohl Stefan Otten Pavel Nefedov Eric Sax A cross-domain functional safety approach of System of Systems on example Valet Parking. 1-7 2019 ISSE https://doi.org/10.1109/ISSE46696.2019.8984546 conf/isse2/2019 db/conf/isse2/isse2019.html#GlockHONS19 Houssem Guissouma Simon Leiner Eric Sax Towards Design and Verification of Evolving Cyber Physical Systems Using Contract-Based Methodology. 1-8 2019 ISSE https://doi.org/10.1109/ISSE46696.2019.8984478 conf/isse2/2019 db/conf/isse2/isse2019.html#GuissoumaLS19 Stefan Otten Thomas Glock Carl Philipp Hohl Eric Sax Model-based Variant Management in Automotive Systems Engineering. 1-7 2019 ISSE https://doi.org/10.1109/ISSE46696.2019.8984593 conf/isse2/2019 db/conf/isse2/isse2019.html#OttenGHS19 Raphael Pfeffer Kai Bredow Eric Sax Trade-off analysis using synthetic training data for neural networks in the automotive development process. 4115-4120 2019 ITSC https://doi.org/10.1109/ITSC.2019.8917249 conf/itsc/2019 db/conf/itsc/itsc2019.html#PfefferBS19 Christoph Segler Stefan Kugele Philipp Obergfell Mohd Hafeez Osman Sina Shafaei Eric Sax Alois C. Knoll Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection. 578-585 2019 IV https://doi.org/10.1109/IVS.2019.8814175 conf/ivs/2019 db/conf/ivs/ivs2019.html#SeglerKOOSSK19 Marcel Rumez Alexander Duda Patrick Gründer Reiner Kriesten Eric Sax Integration of Attribute-based Access Control into Automotive Architectures. 1916-1922 2019 IV https://doi.org/10.1109/IVS.2019.8814265 conf/ivs/2019 db/conf/ivs/ivs2019.html#RumezDGKS19 Lennart Ries Jacob Langner Stefan Otten Johannes Bach Eric Sax A Driving Scenario Representation for Scalable Real-Data Analytics with Neural Networks. 2215-2222 2019 IV https://doi.org/10.1109/IVS.2019.8813881 conf/ivs/2019 db/conf/ivs/ivs2019.html#RiesLOBS19 Philipp Obergfell Stefan Kugele Eric Sax Model-Based Resource Analysis and Synthesis of Service-Oriented Automotive Software Architectures. 128-138 2019 MoDELS https://doi.org/10.1109/MODELS.2019.000-8 conf/models/2019 db/conf/models/models2019.html#PhilippSE19 Houssem Guissouma Andreas Lauber Amir Mkadem Eric Sax Virtual Test Environment for Efficient Verification of Software Updates for Variant-Rich Automotive Systems. 1-8 2019 SysCon https://doi.org/10.1109/SYSCON.2019.8836898 conf/syscon/2019 db/conf/syscon/syscon2019.html#GuissoumaLMS19 Bo Liu 0051 Victor Pazmino Betancourt Thomas Glock Matthias Kern Eric Sax Jürgen Becker 0001 Model-Driven Design of Tools for Multi-Domain Systems with Loosely Coupled Metamodels. 1-7 2019 SysCon https://doi.org/10.1109/SYSCON.2019.8836952 conf/syscon/2019 db/conf/syscon/syscon2019.html#LiuBGKS019 Raphael Pfeffer Gustav N. Basedow Nina R. Thiesen Markus Spadinger Albert Albers Eric Sax Automated Driving - Challenges for the Automotive Industry in Product Development with Focus on Process Models and Organizational Structure. 1-6 2019 SysCon https://doi.org/10.1109/SYSCON.2019.8836779 conf/syscon/2019 db/conf/syscon/syscon2019.html#PfefferBTSAS19 Patrick Petersen Adam Thor Thorgeirsson Stefan Scheubner Stefan Otten Frank Gauterin Eric Sax Training and Validation Methodology for Range Estimation Algorithms. 434-443 2019 VEHITS https://doi.org/10.5220/0007717004340443 conf/vehits/2019 db/conf/vehits/vehits2019.html#PetersenTSOGS19 Jacob Langner Hannes Grolig Stefan Otten Marc Holzäpfel Eric Sax Logical Scenario Derivation by Clustering Dynamic-Length-Segments Extracted from Real-World-Driving-Data. 458-467 2019 VEHITS https://doi.org/10.5220/0007723304580467 conf/vehits/2019 db/conf/vehits/vehits2019.html#LangnerGOHS19 Nathalie Brenner Andreas Lauber Carsten Eckert Eric Sax Autonomous Driving of Commercial Vehicles within Cordoned Off Terminals. 521-527 2019 VEHITS https://doi.org/10.5220/0007747905210527 conf/vehits/2019 db/conf/vehits/vehits2019.html#BrennerLES19 Marcel Rumez Jürgen Dürrwang Tim Brecht Timo Steinshorn Peter Neugebauer Reiner Kriesten Eric Sax CAN Radar: Sensing Physical Devices in CAN Networks based on Time Domain Reflectometry. 1-8 2019 VNC https://doi.org/10.1109/VNC48660.2019.9062819 conf/vnc/2019 db/conf/vnc/vnc2019.html#RumezDBSNKS19

Marcel Rumez Jürgen Dürrwang Tim Brecht Timo Steinshorn Peter Neugebauer Reiner Kriesten Eric Sax CAN Radar: Sensing Physical Devices in CAN Networks based on Time Domain Reflectometry. 2019 abs/1910.02847 CoRR http://arxiv.org/abs/1910.02847 db/journals/corr/corr1910.html#abs-1910-02847

Matthias Traub Hans-Jörg Vögel Eric Sax Thilo Streichert Jérôme Härri Digitalization in automotive and industrial systems. 1203-1204 2018 DATE https://doi.org/10.23919/DATE.2018.8342198 conf/date/2018 db/conf/date/date2018.html#TraubVSSH18 Houssem Guissouma Heiko Klare Eric Sax Erik Burger An Empirical Study on the Current and Future Challenges of Automotive Software Release and Configuration Management. 298-305 2018 SEAA https://doi.org/10.1109/SEAA.2018.00056 https://doi.ieeecomputersociety.org/10.1109/SEAA.2018.00056 conf/euromicro/2018 db/conf/euromicro/euromicro2018.html#GuissoumaKSB18 Philipp Obergfell Florian Oszwald Matthias Traub Eric Sax Viewpoint-Based Methodology for Adaption of Automotive E/E-Architectures. 128-135 2018 ICSA Companion https://doi.org/10.1109/ICSA-C.2018.00041 https://doi.ieeecomputersociety.org/10.1109/ICSA-C.2018.00041 conf/icsa/2018c db/conf/icsa/icsa2018c.html#ObergfellOTS18 Andreas Lauber Houssem Guissouma Eric Sax Virtual Test Method for Complex and Variant-Rich Automotive Systems. 1-7 2018 ICVES https://doi.org/10.1109/ICVES.2018.8519599 conf/icves/2018 db/conf/icves/icves2018.html#LauberGS18 Jacob Langner Johannes Bach Lennart Ries Stefan Otten Marc Holzäpfel Eric Sax Estimating the Uniqueness of Test Scenarios derived from Recorded Real-World-Driving-Data using Autoencoders. 1860-1866 2018 Intelligent Vehicles Symposium https://doi.org/10.1109/IVS.2018.8500464 conf/ivs/2018 db/conf/ivs/ivs2018.html#LangnerBROHS18 Thomas Glock Björn Sillmann Max Kobold Sebatian Rebmann Eric Sax Model-based validation and testing of industry 4.0 plants. 1-8 2018 SysCon https://doi.org/10.1109/SYSCON.2018.8369563 conf/syscon/2018 db/conf/syscon/syscon2018.html#GlockSKRS18 Björn Sillmann Thomas Glock Raziyeh Ghassemi Eric Sax A multi-objective optimization approach for analysing and architecting system of systems. 1-8 2018 SysCon https://doi.org/10.1109/SYSCON.2018.8369581 conf/syscon/2018 db/conf/syscon/syscon2018.html#SillmannGGS18 Kurt Kruppok Tobias Walter Reiner Kriesten Eric Sax Improving Range Prediction of Battery Electric Vehicles by Periodical Calculation of Driver Parameters based on Real Driving Data. 349-356 2018 VEHITS https://doi.org/10.5220/0006696103490356 conf/vehits/2018 db/conf/vehits/vehits2018.html#KruppokWKS18 Julia Hofmockel Eric Sax Isolation Forest for Anomaly Detection in Raw Vehicle Sensor Data. 411-416 2018 VEHITS https://doi.org/10.5220/0006758004110416 conf/vehits/2018 db/conf/vehits/vehits2018.html#HofmockelS18 Daniel Grimm Marc Weber Eric Sax An Extended Hybrid Anomaly Detection System for Automotive Electronic Control Units Communicating via Ethernet - Efficient and Effective Analysis using a Specification- and Machine Learning-based Approach. 462-473 2018 VEHITS https://doi.org/10.5220/0006779204620473 conf/vehits/2018 db/conf/vehits/vehits2018.html#GrimmWS18 Christian King Johannes Bach Stefan Otten Eric Sax Identifikation von Fahrszenarien während einer virtuellen Testfahrt. 1511-1516 2017 GI-Jahrestagung https://doi.org/10.18420/in2017_150 conf/gi/2017 db/conf/gi/gi2017.html#KingBOS17 Johannes Bach Jacob Langner Stefan Otten Eric Sax Marc Holzäpfel Test scenario selection for system-level verification and validation of geolocation-dependent automotive control systems. 203-210 2017 ICE/ITMC https://doi.org/10.1109/ICE.2017.8279890 conf/ice-itmc/2017 db/conf/ice-itmc/ice-itmc2017.html#BachLOSH17 Julia Hofmockel Felix Richter 0003 Eric Sax Automatic Defect Detection by One-Class Classification on Raw Vehicle Sensor Data. 378-384 2017 ISMIS https://doi.org/10.1007/978-3-319-60438-1_37 conf/ismis/2017 db/conf/ismis/ismis2017.html#HofmockelRS17 Hannes Stoll Peter Zimmer Frank Hartmann Eric Sax GPS-independent localization for off-road vehicles using ultra-wideband (UWB). 1-6 2017 ITSC https://doi.org/10.1109/ITSC.2017.8317763 conf/itsc/2017 db/conf/itsc/itsc2017.html#StollZHS17 Andreas Lauber Eric Sax Testing Security of Embedded Software Through Virtual Processor Instrumentation. 85-94 2017 REV https://doi.org/10.1007/978-3-319-64352-6_9 conf/rev/2017 db/conf/rev/rev2017.html#LauberS17 Johannes Bach Stefan Otten Eric Sax Classification of Automotive Electric/Electronic Features and the Consequent Hierarchization of the Logical System Architecture - From Functional Chains to Functional Networks. 229-255 2017 SMARTGREENS/VEHITS (Selected Papers) https://doi.org/10.1007/978-3-030-02907-4_12 conf/smartgreens/2017s db/conf/smartgreens/smartgreens2017s.html#BachOS17 Johannes Bach Stefan Otten Eric Sax A Taxonomy and Systematic Approach for Automotive System Architectures - From Functional Chains to Functional Networks. 90-101 2017 VEHITS https://doi.org/10.5220/0006307600900101 conf/vehits/2017 db/conf/vehits/vehits2017.html#BachOS17

Stephan Werner 0002 Andreas Lauber Martijn Koedam Jürgen Becker 0001 Eric Sax Kees Goossens Cloud-based Design and Virtual Prototyping Environment for Embedded Systems. 52-60 2016 12 Int. J. Online Eng. 9 https://doi.org/10.3991/ijoe.v12i09.6142 db/journals/ijoe/ijoe12.html#0002LKBSG16

Johannes Bach Stefan Otten Eric Sax Model based scenario specification for development and test of automated driving functions. 1149-1155 2016 Intelligent Vehicles Symposium https://doi.org/10.1109/IVS.2016.7535534 conf/ivs/2016 db/conf/ivs/ivs2016.html#BachOS16 Florian Schmidt 0004 Eric Sax Funktionaler Softwaretest für aktive Fahrerassistenzsysteme mittels parametrierter Szenario-Simulation. 2728-2736 2009 GI Jahrestagung conf/gi/2009 db/conf/gi/gi2009.html#SchmidtS09 https://dl.gi.de/handle/20.500.12116/31265 http://subs.emis.de/LNI/Proceedings/Proceedings154/article2781.html Eric Sax Testen von Elektronik in der Automobilindustrie - von der ausführbaren Spezifikation bis zum automatisierten Test im Fahrzeug. 9-10 2009 Software Engineering conf/se/2009 db/conf/se/se2009.html#Sax09 https://dl.gi.de/handle/20.500.12116/23351 http://subs.emis.de/LNI/Proceedings/Proceedings143/article2369.html Eric Sax Stefan Abendroth Testing Automotive System Prototypes Far before Driving on the Proving Ground. 2008 IEEE International Workshop on Rapid System Prototyping https://doi.org/10.1109/RSP.2008.41 https://doi.ieeecomputersociety.org/10.1109/RSP.2008.41 conf/rsp/2008 db/conf/rsp/rsp2008.html#SaxA08

Klaus D. Müller-Glaser Gerd Frick Eric Sax Markus Kühl Multiparadigm modeling in embedded systems design. 279-292 2004 12 IEEE Trans. Control. Syst. Technol. 2 https://doi.org/10.1109/TCST.2004.824340 db/journals/tcst/tcst12.html#Muller-GlaserFSK04

Eric Sax J. Willibald Klaus D. Müller-Glaser Seamless Testing of Embedded Control Systems. 151-153 2002 LATW conf/latw/2002 db/conf/latw/latw2002.html#SaxWM02 Eric Sax Beitrag zur entwurfsbegleitenden Validierung und Verifikation elektronischer Mixed-Signal-Systeme Karlsruhe University, Germany 2000 base-search.net (ftubkarlsruhe:oai:EVASTAR-Karlsruhe.de:682000) https://publikationen.bibliothek.kit.edu/682000 https://www.base-search.net/Record/2235b7f83ba0d1f20713773b204913d1a53bb739260a72fffcfa0557decefd63 Gerd Frick Eric Sax Klaus D. Müller-Glaser Knowledge sharing across organizational boundaries with application to distributed engineering processes. 1116-1118 2000 conf/irma/2000 IRMA Conference db/conf/irma/irma2000.html#FrickSM00 Klaus D. Müller-Glaser Eric Sax Wilhelm Stork A. Wagner J. Drescher Markus Kühl Design and Simulation of Heterogeneous Embedded Systems. 385-390 2000 SBCCI https://dl.acm.org/doi/10.5555/827245.827313 conf/sbcci/2000 db/conf/sbcci/sbcci2000.html#Muller-GlaserSS00 Eric Sax Yankin Tanurhan Klaus D. Müller-Glaser Integrated Design Process Support with VHDL-A. 493-498 1995 conf/eurosim/1995 EUROSIM db/conf/eurosim/eurosim1995.html#SaxTM95 Stefan Abendroth Laurenz Adolph Halimeh Agh Albert Albers Dragan Aleksendric Magnus Almgren Benjamin Alt Michael Auerbach Michael Aydinbas Johannes Bach Gustav N. Basedow Kai-Lukas Bauer Daniel Baumann Günter Becker Jürgen Becker 0001 Steffen Becker 0001 Danny Behnecke Johannes Bernhard Victor Pazmino Betancourt Patrick Bidinger Martin Böhme Maciej Boncler Constantin Braess Thilo Braun Tim Brecht Kai Bredow Nathalie Brenner Michel Brodatzki Mathis Brosowsky Tim Brühl Erik Burger Simon Burton Mario Caggiano Alexios Camarinopoulos Mohamad Chamas Jason J. Corso Lena Dalke Johannes Daube Falk Dettinger Andreas Dewald Maximilian Dillitzer Rüdiger Dillmann J. Drescher Alexander Duda Jürgen Dürrwang Tim Dieter Eberhardt Carsten Eckert Michael Eckert Philip Elspas Ferhat Erata Jannis Erz Carl Esselborn Lukas Ewecker Klaus Finsterbusch Gerd Frick Julian Fuchs Kevin Fuchs Thomas Fuchß Moritz Gaiser Frank Gauterin Paraskevi Georgouti Raziyeh Ghassemi Mona Gierl Thomas Glock Kees Goossens Nora Gorhan Daniel Grimm Hannes Grolig Patrick Gründer Houssem Guissouma Shubham Gupta Benedikt Haas Yuna Haas Michael Hahn 0002 Matthias Hamann Frank Hantschel Jérôme Härri Frank Hartmann Jingyu He Marc Heinrich Jacqueline Henle Andreas Hermann 0001 Moritz Hesche Adrian Hof Julia Hofmockel Carl Philipp Hohl Marc Holzäpfel Augusto W. Hoppe Simon T. Isele Ashlin Iser Rainer Jäkel Hanxi Jiang Carolin Junk Frank Kargl Darko Katic Matthias Kern Valentin Khan-Blouki Aleksei Kharitonov Aya Khdar Christian King Maximilian Kirschner Heiko Klare Yannick Klose Julian Knödler Alois C. Knoll Christopher Kober Max Kobold Eduard Koch Martijn Koedam Franziska Körtke Thomas Kotschenreuther David Kraus Reiner Kriesten Janis Kröger Kurt Kruppok Stefan Kugele Markus Kühl Thomas Kühn 0001 Jacob Langner Andreas Lauber Aljoscha Lautenbach Simon Leiner Fabian Lesniak Jinghua Lin Jonas Lindner Isabel Litton Bo Liu 0051 Frédéric Loiret Helen Lokowandt Julian Lorenz Nikola Lukezic Vitus Lüntzel Sebastian Vander Maelen Sonja Marahrens Maria Guinea MarquezMaria Guinea Christopher Meier Martin Meywerk Leo Misera Amir Mkadem Ferdin Muetsch Felix Müller Simon Müller Klaus D. Müller-Glaser Ann-Therese NägeleAnn-Therese Tabea Nägele Pavel Nefedov Philipp Nenninger Kevin Neubauer Peter Neugebauer Birte NeurohrBirte Kramer Minh Dang Nguyen Irma Nitsche Philipp Obergfell Frank Oechsle Lucas Fonseca Alexandre de Oliveira Tomas Olovsson Mohd Hafeez Osman Florian Oszwald Stefan Otten Hubert Padusinski Luyi Pan Patrick Petersen David Petri Raphael Pfeffer Felix Pistorius Johannes Plaum Andreas Puder Sunilkumar Raghuraman Goutham Bharadwaj Ramesh Joshua Ransiek Vinzenz Rau Jonas Rauch Sebatian Rebmann Philipp Reis Felix Reisgys Felix Richter 0003 Lennart Ries Philipp Rigoll Maria Rill Tobias Rösch Nicole Rossel Thomas Rudolf Jan Ruhnau Marcel Rumez Stefan Scheubner Fabian Scheytt Carolin Schiefer Marc Schindewolf Florian Schmidt 0004 Lars Schories Yannick Schrempp Thomas Schulik Tobias Schürmann Mark Schutera Barbara Schütt Robin Schwager Christoph Segler Luca Seidel Christian Seiffer Sina Shafaei Björn Sillmann Carsten Sinz Rigel Smiroldo Tin Stribor Sohn Florian Sommer Martin Sommer Markus Spadinger Hanno Stage Matthias Stammler Marco Stang Markus Steimle Christian Steinhauser Timo Steinshorn Simon Stock Martin Stoffel Hannes Stoll Wilhelm Stork Steffen Strebel Thilo Streichert Maren Frederike Stumpf Maximilian Stumpf Zsolt Szalay Yankin Tanurhan Emre Taspolatoglu Nina R. Thiesen Adam Thor Thorgeirsson Dávid Tollner Árpád Török Matthias Traub Huiying Tremmel Lara Ruth Turner Andreas Vetter Thomas Villmann Hans-Jörg Vögel Daniel Vonderau Veljko Vucinic A. Wagner Stefan Wagner 0001 Tobias Walter Alexander Walz Aoli Wang Marc Weber Stephan Werner 0002 Michael Weyrich J. Willibald Jan Willem Wittler Christoph Wohlfahrt Yi Zhai 0002 Meng Zhang Peter Zimmer Moritz Zink Maximilian Zipfl Johann Marius ZöllnerJ. Marius Zöllner