Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis

ePrint Report: Breaking Free: Leakage Model-free Deep Learning-based Side-channel Analysis

Lichao Wu, Amir Ali-pour, Azade Rezaeezade, Guilherme Perin, Stjepan Picek

Profiling side-channel analysis has gained widespread acceptance in both academic and industrial realms due to its robust capacity to unveil protected secrets, even in the presence of countermeasures. To harness this capability, an adversary must access a clone of the target device to acquire profiling measurements, labeling them with leakage models. The challenge of finding an effective leakage model, especially …

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