An XAI-based masking-gate insertion flow is claimed to beat the state-of-the-art VALIANT in leakage reduction, speed, and overhead, but the comparison is weakened by test-set model selection and inference-only timing.
Towards efficient and automated side-channel evaluations at design time,
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POLARIS: Explainable Artificial Intelligence for Mitigating Power Side-Channel Leakage
An XAI-based masking-gate insertion flow is claimed to beat the state-of-the-art VALIANT in leakage reduction, speed, and overhead, but the comparison is weakened by test-set model selection and inference-only timing.