Trustworthy System-on-Chip by monitoring system behavior at runtime
Flasskamp M, Klarhorst C, Hagemeyer J (2023)
In: Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023). Restuccia F, Seyoum B, Rossi D, Benini L (Eds); .
Konferenzbeitrag
| Veröffentlicht | Englisch
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Herausgeber*in
Restuccia, Francesco;
Seyoum, Biruk;
Rossi, Davide;
Benini, Luca
Einrichtung
Abstract / Bemerkung
Electronic systems form the backbone of the digital economy and therefore have an influence on many areas of people’s work and lives. Exploring novel self-monitoring components by combining known methods and machine learning, so that they can assess their own trustworthiness is important. In this work, a Trust Monitoring Unit for detecting abnormal SoC behavior is proposed. The first two components to capture the SoC behavior at runtime were implemented. The components were evaluated on two FPGA based platforms and in software. The preliminary results show that bus transactions characterize the SoC behavior. In ongoing work captured behavior will be used by hand-crafted and AI-based methods to generate rules that identify abnormal behavior.
Stichworte
SoC;
runtime monitoring;
behavior-based trust
Erscheinungsjahr
2023
Titel des Konferenzbandes
Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023)
Urheberrecht / Lizenzen
Konferenz
1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop
Konferenzort
San Francisco
Konferenzdatum
2023-07-09 – 2023-07-09
Page URI
https://pub.uni-bielefeld.de/record/2985997
Zitieren
Flasskamp M, Klarhorst C, Hagemeyer J. Trustworthy System-on-Chip by monitoring system behavior at runtime. In: Restuccia F, Seyoum B, Rossi D, Benini L, eds. Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023). 2023.
Flasskamp, M., Klarhorst, C., & Hagemeyer, J. (2023). Trustworthy System-on-Chip by monitoring system behavior at runtime. In F. Restuccia, B. Seyoum, D. Rossi, & L. Benini (Eds.), Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023)
Flasskamp, Martin, Klarhorst, Christian, and Hagemeyer, Jens. 2023. “Trustworthy System-on-Chip by monitoring system behavior at runtime”. In Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023), ed. Francesco Restuccia, Biruk Seyoum, Davide Rossi, and Luca Benini.
Flasskamp, M., Klarhorst, C., and Hagemeyer, J. (2023). “Trustworthy System-on-Chip by monitoring system behavior at runtime” in Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023), Restuccia, F., Seyoum, B., Rossi, D., and Benini, L. eds.
Flasskamp, M., Klarhorst, C., & Hagemeyer, J., 2023. Trustworthy System-on-Chip by monitoring system behavior at runtime. In F. Restuccia, et al., eds. Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023).
M. Flasskamp, C. Klarhorst, and J. Hagemeyer, “Trustworthy System-on-Chip by monitoring system behavior at runtime”, Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023), F. Restuccia, et al., eds., 2023.
Flasskamp, M., Klarhorst, C., Hagemeyer, J.: Trustworthy System-on-Chip by monitoring system behavior at runtime. In: Restuccia, F., Seyoum, B., Rossi, D., and Benini, L. (eds.) Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023). (2023).
Flasskamp, Martin, Klarhorst, Christian, and Hagemeyer, Jens. “Trustworthy System-on-Chip by monitoring system behavior at runtime”. Proceedings of the 1st Safety and Security in Heterogeneous Open System-on-Chip Platforms Workshop (SSH-SoC 2023). Ed. Francesco Restuccia, Biruk Seyoum, Davide Rossi, and Luca Benini. 2023.
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