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

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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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