Prof. Fröhlich's Publications (bibtex, full list)

  1. Lei Wan, Jianxin Zhao, Andreas Wiedholz, Manuel Bied, Mateus Martinez de Lucena, Abhishek Dinkar Jagtap, Andreas Festag, Antônio Augusto Fröhlich, Hannan Ejaz Keen and Alexey Vinel, A Systematic Literature Review on Vehicular Collaborative Perception—A Computer Vision Perspective, In: IEEE Transactions on Intelligent Transportation Systems, 27(1):81-118, 2026. DOI: 10.1109/TITS.2025.3631141.
  2. José Luis Conradi Hoffmann and Antônio Augusto Fröhlich, SmartData: Toward the Data-Driven Design of Critical Systems, In: IEEE Access, 13():41865-41886, 2025. DOI: 10.1109/ACCESS.2025.3548542.
  3. José Luis Conradi Hoffmann, Antônio Augusto Fröhlich, Marcus Völp, Paolo Milazzo, Safe and Protected: Combining Protection Mechanism with Safety Verification In Autonomous Vehicles, In: Journal of Internet Services and Applications, TBA(TBA):1-21, 2025 (to appear). DOI: 10.5753/jisa.2026.5913.
  4. Antônio Augusto Fröhlich, Leonardo Passig Horstmann and José Luis Conradi Hoffmann, A Secure IIoT Gateway Architecture based on Trusted Execution Environments, In: Journal of Network and Systems Management, 31(32), 2023. DOI: https://doi.org/10.1007/s10922-023-09723-6.
  5. José Luis Conradi Hoffmann and Antônio Augusto Fröhlich, Online Machine Learning for Energy-Aware Multicore Real-Time Embedded Systems, In: IEEE Transactions on Computers, 72(2):493-505, 2022. DOI: 10.1109/TC.2021.3056070.
  6. Leonardo Passig Horstmann, Matheus Wagner, Roberto Milton Scheffel and Antônio Augusto Fröhlich, Dealing with incomplete datasets with a confidence attribution algorithm, In: Measurement, 199(-), 2022. DOI: https://doi.org/10.1109/ISIE51582.2022.9831686.
  7. Mateus de Lucena and Antônio Augusto Fröhlich, Security and Effectiveness Analysis of the Gateway Integrity Checking Protocol, In: IEEE Transactions on Dependable and Secure Computing:12, 2021. DOI: 10.1109/TDSC.2021.3058057.
  8. César Huegel Richa, Mateus M. de Lucena, Leonardo Passig Horstmann, José Luis Conradi Hoffmann and Antônio Augusto Fröhlich, Modeling Time Requirements of CPS in Wireless Networks, In: Sensors, 20(7):1818-16, 2020. DOI: 10.3390/s20071818.
  9. Roberto Milton Scheffel and Antônio Augusto Fröhlich, Increasing Sensor Reliability through Confidence Attribution, In: Journal of the Brazilian Computer Society, 25(13):21, 2019. DOI: 10.1186/s13173-019-0094-6.
  10. Antônio Augusto Fröhlich, Roberto Milton Scheffel, David Kozhaya and Paulo Esteves Veríssimo, Byzantine Resilient Protocol for the IoT, In: IEEE Internet of Things Journal, 6(2):2506-2517, 2019. DOI: 10.1109/JIOT.2018.2871157.
  11. Antônio Augusto Fröhlich, Leonardo Passig Horstmann and José Luis Conradi Hoffmann, Enforcing Timing Requirements in Time-Sensitive Networks, In: Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), pages 1-6, Milan, Italy, March 2025. DOI: 10.1109/WCNC61545.2025.10978464.
  12. José Luis Conradi Hoffmann, Antônio Augusto Fröhlich and Marcus Völp, Enhancing RSS to be Fault Tolerant During Overtaking Maneuvers, In: Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society (IECON 2024), pages 1-6, Chicago, USA, November 2024. DOI: 10.1109/IECON55916.2024.10905937.
  13. José Luis Conradi Hoffmann and Antônio Augusto Fröhlich, SmartData Safety: Online Safety Models for Data-Driven Cyber-Physical Systems, In: Proceedings of the 48th Annual Conference of the IEEE Industrial Electronics Society (IECON 2022), pages 1-8, Brussels, Belgium, October 2022. DOI: 10.1109/IECON49645.2022.9969074.
  14. Leonardo Passig Horstmann and Antônio Augusto Fröhlich, Intrusion Detection in Multicore Embedded Systems based on Artificial Immune Systems, In: Proceedings of the International Conference on Emerging Technologies and Factory Automation (ETFA 2022), pages 1-8, Stuttgart, Germany, September 2022. DOI: 10.1109/ETFA52439.2022.9921463.
  15. Leonardo Passig Horstmann, José Luis Conradi Hoffmann and Antônio Augusto Fröhlich, A Framework to Design and Implement Real-time Multicore Schedulers using Machine Learning, In: Proceedings of the 24th IEEE Conference on Emerging Technologies and Factory Automation (ETFA 2024), pages 1-8, Zaragoza, Spain, September 2019. DOI: 10.1109/ETFA.2019.8869545.
  16. Antônio Augusto Fröhlich and Davi Resner, Data-Centric Cyber-Physical Systems Design with SmartData, In: Proceedings of the 51st Winter Simulation Conference (WSC), pages 1274-1285, Gothenburg, Sweden, December 2018. DOI: 10.1109/WSC.2018.8632446.
  17. Caciano Machado and Antônio Augusto Fröhlich, IoT Data Integrity Verification for Cyber-Physical Systems Using Blockchain, In: Proceedings of the International Symposium on RealTime Distributed Computing (ISORC), pages 83-91, Singapore, May 2018. DOI: 10.1109/ISORC.2018.00019.

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