On the Sensitivity of Firing Rate-Based Federated Spiking Neural Networks to Differential Privacy.

Dalton C. G. Valadares Dalton Cézane Gomes Valadares https://orcid.org/0000-0003-1709-0404 https://www.wikidata.org/entity/Q131128570

Luiz Pereira Mirko Perkusich Dalton C. G. Valadares Kyller Costa Gorgônio On the Sensitivity of Firing Rate-Based Federated Spiking Neural Networks to Differential Privacy. 2026 February abs/2602.12009 CoRR https://doi.org/10.48550/arXiv.2602.12009 db/journals/corr/corr2602.html#abs-2602-12009 streams/journals/corr

Felipe Barbosa Araújo Ramos Antonio Alexandre Moura Costa Mirko Perkusich Luiz Silva 0001 Dalton C. G. Valadares Ademar França de Sousa Neto Felipe Cunha Hyggo O. Almeida Angelo Perkusich A Data-Driven Recommendation System for Enhancing Non-Functional Requirements Elicitation in Scrum-Based Projects. 44000-44023 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3548631 db/journals/access/access13.html#RamosCPSVNCAP25 streams/journals/access

Alvaro Sobrinho Matheus Vilarim Amanda Barbosa Edmar Candeia Gurjão Danilo F. S. Santos Dalton C. G. Valadares Leandro Dias da Silva Challenges and Opportunities in Mobile Network Security for Vertical Applications: A Survey. 44:1-44:36 2025 February 57 ACM Comput. Surv. 2 https://doi.org/10.1145/3696446 https://www.wikidata.org/entity/Q131128572 db/journals/csur/csur57.html#SobrinhoVBGSVS25 streams/journals/csur

Daniel Hindemburg de Miranda Marques Dalton Cézane Gomes Valadares Radio Access Network Attacks: A Comprehensive Survey. 51999-52023 2025 dec15 12 IEEE Internet Things J. 24 https://doi.org/10.1109/JIOT.2025.3621905 db/journals/iotj/iotj12.html#MarquesV25 streams/journals/iotj

Mizael Claudino Lins Silva Daniel Hindemburg de Miranda Marques Kyller Costa Gorgônio Angelo Perkusich Helder Fernando De Araújo Oliveira Waslon Terllizzie Araújo Lopes Aida Araujo Ferreira Dalton Cézane Gomes Valadares Assessment of LoRa Signal Strength in a Building Environment. 289-296 2025 FiCloud https://doi.org/10.1109/FiCloud66139.2025.00046 conf/ficloud/2025 db/conf/ficloud/ficloud2025.html#SilvaMGPOLFV25 streams/conf/ficloud

Daniel Fireman Paulo Silva Thiago Emmanuel Pereira Luis Mafra Dalton C. G. Valadares Prebaking runtime environments to improve the FaaS cold start latency. 287-299 2024 155 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2024.01.019 db/journals/fgcs/fgcs155.html#FiremanSPMV24

Zinah Hussein Toman Lazhar Hamel Sarah Hussein Toman Mohamed Graiet Dalton Cézane Gomes Valadares Formal verification for security and attacks in IoT physical layer. 73-91 2024 March 10 J. Reliab. Intell. Environ. 1 https://doi.org/10.1007/s40860-023-00202-y db/journals/jrie/jrie10.html#TomanHTGV24

Dalton Cézane Gomes Valadares Angelo Perkusich Danilo Freire de Souza Santos Measuring Security with a Score System. 9-15 2024 FiCloud https://doi.org/10.1109/FiCloud62933.2024.00010 conf/ficloud/2024 db/conf/ficloud/ficloud2024.html#ValadaresPS24 streams/conf/ficloud Rafael Figueredo Guimarães Dalton Cézane Gomes Valadares Danilo Freire de Souza Santos Gutemberg G. dos Santos Júnior Analysis of the 5G Signal Strength Loss in Indoor Environments. 1-4 2024 ICCE https://doi.org/10.1109/ICCE59016.2024.10444488 conf/iccel/2024 db/conf/iccel/icce2024.html#GuimaraesVSJ24 José Humberto Da Silva Soares Santos Dalton Cézane Gomes Valadares Kyller Costa Gorgônio Angelo Perkusich Mobile Data Security with Attribute-based Encryption and Confidential Computing. 1-4 2024 ICCE https://doi.org/10.1109/ICCE59016.2024.10444176 conf/iccel/2024 db/conf/iccel/icce2024.html#SantosVGP24 Mizael Claudino Lins Silva Bruno Bione Aida Araujo Ferreira Iona Rameh Barbosa Gilmar Gonçalves De Brito Vania Soares De Carvalho Dalton Cézane Gomes Valadares Gutemberg G. dos Santos Júnior Kyller Costa Gorgônio Assistive System for Enhancing Accessibility of Public Transport for People with Disabilities. 1-4 2024 ICCE https://doi.org/10.1109/ICCE59016.2024.10444210 conf/iccel/2024 db/conf/iccel/icce2024.html#SilvaBFBBCVJG24

Rômulo A. L. V. de Omena Danilo F. S. Santos Angelo Perkusich Dalton Cézane Gomes Valadares Two-tier MPC architecture for AGVs navigation assisted by edge computing in an industrial scenario. 100666 2023 April 21 Internet Things https://doi.org/10.1016/j.iot.2022.100666 db/journals/iot/iot21.html#OmenaSPV23

Daniel E. Macedo Danilo Santos 0001 Angelo Perkusich Dalton Cézane Gomes Valadares Mobility-Aware Federated Learning Considering Multiple Networks. 6286 2023 July 23 Sensors 14 https://doi.org/10.3390/s23146286 db/journals/sensors/sensors23.html#MacedoSPV23

Dalton Cézane Gomes Valadares Angelo Perkusich Aldenor Falcao Martins Mohammed B. Alshawki Chris Seline Privacy-Preserving Blockchain Technologies. 7172 2023 August 23 Sensors 16 https://doi.org/10.3390/s23167172 db/journals/sensors/sensors23.html#ValadaresPMKS23

Ramoni Reus Barros Negreiros Isabel Heloíse Santos Silva André Luiz Firmino Alves Dalton Cézane Gomes Valadares Angelo Perkusich Cláudio de Souza Baptista COVID-19 Diagnosis Through Deep Learning Techniques and Chest X-Ray Images. 613 2023 September 4 SN Comput. Sci. 5 https://doi.org/10.1007/s42979-023-02043-1 db/journals/sncs/sncs4.html#NegreirosSAVPB23

Daniel E. Macedo Danilo Santos 0001 Angelo Perkusich Dalton Cézane Gomes Valadares A mobility-aware federated learning coordination algorithm. 19049-19063 2023 November 79 J. Supercomput. 17 https://doi.org/10.1007/s11227-023-05372-3 db/journals/tjs/tjs79.html#MacedoSPV23

Allender Vilar de Alencar Marcus M. Bezerra Dalton Cézane Gomes Valadares Danilo F. S. Santos Angelo Perkusich An Interoperable Microservices Architecture for Healthcare Data Exchange. 193-205 2023 AINA (3) https://doi.org/10.1007/978-3-031-28694-0_18 conf/aina/2023-3 db/conf/aina/aina2023-3.html#AlencarBVSP23 Dalton Cézane Gomes Valadares Alvaro Sobrinho Newton Carlos Will Kyller Costa Gorgônio Angelo Perkusich Trusted and only Trusted. That is the Access! - Improving Access Control Allowing only Trusted Execution Environment Applications. 490-503 2023 AINA (3) https://doi.org/10.1007/978-3-031-28694-0_47 conf/aina/2023-3 db/conf/aina/aina2023-3.html#ValadaresSWGP23 Dalton Cézane Gomes Valadares Newton Carlos Will Álvaro Alvares de Carvalho César Sobrinho Anna C. D. Lima Igor S. Morais Danilo F. S. Santos Security Challenges and Recommendations in 5G-IoT Scenarios. 558-573 2023 AINA (1) https://doi.org/10.1007/978-3-031-29056-5_48 conf/aina/2023-1 db/conf/aina/aina2023-1.html#ValadaresWSLMS23 Victor Emanuel Farias da Costa Borges Danilo F. S. Santos Dalton C. G. Valadares A Decentralized Authentication Model for Internet of Vehicles Using SSI. 545-552 2023 WEBIST https://doi.org/10.5220/0012259800003584 conf/webist/2023 db/conf/webist/webist2023.html#BorgesSV23

Dalton Cézane Gomes Valadares Tarciso Braz de Oliveira Filho Thiago Fonseca Meneses Danilo F. S. Santos Angelo Perkusich Automating the Deployment of Artificial Intelligence Services in Multiaccess Edge Computing Scenarios. 100736-100745 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3208118 https://www.wikidata.org/entity/Q114296392 db/journals/access/access10.html#ValadaresFMSP22

Dalton Cézane Gomes Valadares Newton Carlos Will Marco Aurélio Spohn Danilo Freire de Souza Santos Angelo Perkusich Kyller Costa Gorgônio Confidential computing in cloud/fog-based Internet of Things scenarios. 100543 2022 19 Internet Things https://doi.org/10.1016/j.iot.2022.100543 db/journals/iot/iot19.html#ValadaresWSSPG22

Emanuel Dantas Ademar França de Sousa Neto Dalton Cézane Gomes Valadares Mirko Perkusich Felipe Barbosa Araújo Ramos Hyggo Oliveira de Almeida Angelo Perkusich Investigating technological risks and mitigation strategies in software projects. 1527-1535 2022 SAC https://doi.org/10.1145/3477314.3507062 https://www.wikidata.org/entity/Q130884699 conf/sac/2022 db/conf/sac/sac2022.html#DantasNVPRAP22 Isabel Heloíse Santos Silva Ramoni Reus Barros Negreiros André Luiz Firmino Alves Dalton Cézane Gomes Valadares Angelo Perkusich Classification of Chest X-ray Images to Diagnose Covid-19 using Deep Learning Techniques. 93-100 2022 WINSYS https://doi.org/10.5220/0011339700003286 conf/winsys/2022 db/conf/winsys/winsys2022.html#SilvaNAVP22

Dalton Cézane Gomes Valadares Newton Carlos Will Jean Caminha Mirko Barbosa Perkusich Angelo Perkusich Kyller Costa Gorgônio Systematic Literature Review on the Use of Trusted Execution Environments to Protect Cloud/Fog-Based Internet of Things Applications. 80953-80969 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3085524 db/journals/access/access9.html#ValadaresWCPPG21

Dalton Cézane Gomes Valadares Álvaro Alvares de Carvalho César Sobrinho Angelo Perkusich Kyller Costa Gorgônio Formal Verification of a Trusted Execution Environment-Based Architecture for IoT Applications. 17199-17210 2021 8 IEEE Internet Things J. 23 https://doi.org/10.1109/JIOT.2021.3077850 db/journals/iotj/iotj8.html#ValadaresSPG21

Dalton Cézane Gomes Valadares Newton Carlos Will Marco Aurélio Spohn Danilo Freire de Souza Santos Angelo Perkusich Kyller Costa Gorgônio Trusted Execution Environments for Cloud/Fog-based Internet of Things Applications. 111-121 2021 CLOSER https://doi.org/10.5220/0010480701110121 conf/closer/2021 db/conf/closer/closer2021.html#ValadaresWSSPG21 Newton Carlos Will Dalton Cézane Gomes Valadares Danilo Freire de Souza Santos Angelo Perkusich Intel Software Guard Extensions in Internet of Things Scenarios: A Systematic Mapping Study. 342-349 2021 FiCloud https://doi.org/10.1109/FiCloud49777.2021.00056 conf/ficloud/2021 db/conf/ficloud/ficloud2021.html#WillVSP21 Tarciso Braz de Oliveira Filho Dalton Cézane Gomes Valadares Thiago Fonseca Meneses Adauto Ferreira de Barros Aramis Sales Araujo Danilo F. S. Santos Experimental Evaluation of the Message Formats' Impact for Communication in Multi-party Edge Computing Applications. 534-543 2021 WEBIST https://doi.org/10.5220/0010717700003058 conf/webist/2021 db/conf/webist/webist2021.html#FilhoVMBAS21

Renata M. Saraiva Amaury Medeiros Mirko Perkusich Dalton Cézane Gomes Valadares Kyller Costa Gorgônio Angelo Perkusich Hyggo O. Almeida A Bayesian Networks-Based Method to Analyze the Validity of the Data of Software Measurement Programs. 198801-198821 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3035217 db/journals/access/access8.html#SaraivaMPVGPA20

Dalton Cézane Gomes Valadares Joseana Macêdo Fechine Régis de Araújo Marco Aurélio Spohn Angelo Perkusich Kyller Costa Gorgônio Elmar Uwe Kurt Melcher 802.11g Signal Strength Evaluation in an Industrial Environment. 100163 2020 9 Internet Things https://doi.org/10.1016/j.iot.2020.100163 https://www.wikidata.org/entity/Q126349642 db/journals/iot/iot9.html#ValadaresASPGM20

Marciano da Rocha Dalton Cézane Gomes Valadares Angelo Perkusich Kyller Costa Gorgônio Rodrigo Tomaz Pagno Newton Carlos Will Trusted Client-Side Encryption for Cloud Storage. 1-24 2020 CLOSER (Selected Papers) https://doi.org/10.1007/978-3-030-72369-9_1 conf/closer/2020s db/conf/closer/closer2020s.html#RochaVPGPW20a Marciano da Rocha Dalton Cézane Gomes Valadares Angelo Perkusich Kyller Costa Gorgônio Rodrigo Tomaz Pagno Newton Carlos Will Secure Cloud Storage with Client-side Encryption using a Trusted Execution Environment. 31-43 2020 CLOSER https://doi.org/10.5220/0009130600310043 conf/closer/2020 db/conf/closer/closer2020.html#RochaVPGPW20 José Ferdinandy Silva Chagas Luiz Antonio Pereira Silva Mirko Barbosa Perkusich Ademar França de Sousa Neto Danyllo Albuquerque Dalton Cézane Gomes Valadares Hyggo O. Almeida Angelo Perkusich On the Reuse of Knowledge to Develop Intelligent Software Engineering Solutions. 101-106 2020 SEKE https://doi.org/10.18293/SEKE2020-157 conf/seke/2020 db/conf/seke/seke2020.html#SilvaPNAVAPC20 Alexandre Braga Gomes Manuel Silva Dalton Cézane Gomes Valadares Mirko Barbosa Perkusich Danyllo Albuquerque Hyggo O. Almeida Angelo Perkusich Evaluating the Relationship of Personality and Teamwork Quality in the Context of Agile Software Development. 311-316 2020 SEKE https://doi.org/10.18293/SEKE2020-158 conf/seke/2020 db/conf/seke/seke2020.html#SilvaVPAAPG20

Dalton Cézane Gomes Valadares Joseana Macêdo Fechine Régis de Araújo Marco Aurélio Spohn Angelo Perkusich Kyller Costa Gorgônio Elmar Uwe Kurt Melcher 802.11g Signal Strength Evaluation in an Industrial Environment. 2020 abs/2001.02088 CoRR http://arxiv.org/abs/2001.02088 db/journals/corr/corr2001.html#abs-2001-02088

Marciano da Rocha Dalton Cézane Gomes Valadares Angelo Perkusich Kyller Costa Gorgônio Rodrigo Tomaz Pagno Newton Carlos Will Secure Cloud Storage with Client-Side Encryption Using a Trusted Execution Environment. 2020 abs/2003.04163 CoRR https://arxiv.org/abs/2003.04163 db/journals/corr/corr2003.html#abs-2003-04163

Dalton Cézane Gomes Valadares Joseana Macêdo Fechine Régis de Araújo Angelo Perkusich Marco Aurélio Spohn Elmar Uwe Kurt Melcher Natália Porfírio Albuquerque Towards 802.11g Signal Strength Estimation in an Industrial Environment: A Practical Study. 559-570 2019 AINA https://doi.org/10.1007/978-3-030-15032-7_47 conf/aina/2019 db/conf/aina/aina2019.html#ValadaresAPSMA19 Dalton Cézane Gomes Valadares Matteus Sthefano Leite da Silva Andrey Elísio Monteiro Brito Ewerton Monteiro Salvador Achieving Data Dissemination with Security using FIWARE and Intel Software Guard Extensions (SGX). 1-7 2018 ISCC https://doi.org/10.1109/ISCC.2018.8538590 https://doi.ieeecomputersociety.org/10.1109/ISCC.2018.8538590 conf/iscc/2018 db/conf/iscc/iscc2018.html#ValadaresSBS18

Dalton Cézane Gomes Valadares Matteus Sthefano Leite da Silva Andrey Elísio Monteiro Brito Ewerton Monteiro Salvador Achieving Data Dissemination with Security using FIWARE and Intel Software Guard Extensions (SGX). 2018 abs/1806.01906 CoRR http://arxiv.org/abs/1806.01906 db/journals/corr/corr1806.html#abs-1806-01906

Danyllo Albuquerque Natália Porfírio Albuquerque Allender Vilar de Alencar Hyggo Oliveira de AlmeidaHyggo O. Almeida Mohammed B. Alshawki André Luiz Firmino Alves Aramis Sales Araujo Cláudio de Souza Baptista Amanda Barbosa Iona Rameh Barbosa Adauto Ferreira de Barros Marcus M. Bezerra Bruno Bione Victor Emanuel Farias da Costa Borges Andrey BritoAndrey Elísio Monteiro Brito Gilmar Gonçalves De Brito Jean Caminha Vania Soares De Carvalho José Ferdinandy Silva Chagas Antonio Alexandre Moura Costa Felipe Cunha Joseana Macêdo FechineJoseana Macêdo Fechine Régis de Araújo Aida Araujo Ferreira Emanuel Dantas FilhoEmanuel Dantas Tarciso B. de O. FilhoTarciso Braz de Oliveira Filho Daniel Fireman Alexandre Braga Gomes Kyller Costa Gorgônio Mohamed Graiet Rafael Figueredo Guimarães Edmar C. GurjaoEdmar Candeia Gurjão Lazhar Hamel Gutemberg G. dos Santos Júnior Anna C. D. Lima Waslon Terllizzie Araújo Lopes Daniel E. Macedo Luis Mafra Daniel Hindemburg de Miranda Marques Aldenor Falcao Martins Amaury Medeiros Elmar U. K. MelcherElmar Uwe Kurt Melcher Thiago Fonseca Meneses Igor S. Morais Ramoni Reus Barros Negreiros Ademar França de Sousa Neto Helder Fernando De Araújo Oliveira Rômulo A. L. V. de Omena Rodrigo Tomaz Pagno Luiz Pereira Thiago Emmanuel Pereira Angelo Perkusich Mirko Barbosa PerkusichMirko Perkusich Felipe Barbosa Araújo Ramos Marciano da Rocha Ewerton Monteiro Salvador Danilo Santos 0001Danilo F. S. SantosDanilo Freire de Souza Santos José Humberto Da Silva Soares Santos Renata M. Saraiva Chris Seline Isabel Heloíse Santos Silva Leandro Dias da Silva Luiz Silva 0001Luiz Antonio Pereira Silva Manuel Silva Matteus Sthefano Leite da Silva Mizael Claudino Lins Silva Paulo Silva Alvaro SobrinhoÁlvaro Alvares de Carvalho César Sobrinho Marco Aurélio Spohn Sarah Hussein Toman Zinah Hussein Toman Matheus Vilarim Newton Carlos Will