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1 result

    • Seminar

    • SemSecuElec

    ML-Based Hardware Trojan Detection in AI Accelerators via Power Side-Channel Analysis

    • January 16, 2026 (11:00 - 12:00)

    • Inria Center of the University of Rennes - Espace de conférences

    Speaker : Yehya NASSER - IMT Atlantique

    Our work discusses the security risks associated with outsourcing AI accelerator design due to the threat of hardware Trojans (HTs), a problem traditional testing methods fail to address. We introduce a novel solution based on Power Side-Channel Analysis (PSCA), where we collect and preprocess power traces by segmenting them and extracting features from both time and frequency domains. This[…]

    • SemSecuElec

    • Side-channel

    • Machine learning

    • Hardware trojan

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