Conference paper
Dynamic Guard-Band Features of the IBM zNext System
Tobias Webel, Phillip Restle, et al.
ISSCC 2025
We propose SoCurity, the first NoC counter-based hardware monitoring approach for enhancing heterogeneous SoC security. With SoCurity, we develop a fast, lightweight anomalous activity detection system leveraging semi-supervised machine learning models that require no prior attack knowledge for detecting anomalies. We demonstrate our techniques with a case study on a real SoC for a connected autonomous vehicle system and find up to 96% detection accuracy.
Tobias Webel, Phillip Restle, et al.
ISSCC 2025
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MLSys 2020
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ICMC 2024
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IEEE Micro