It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-channel Analysis

ePrint Report: It's a Kind of Magic: A Novel Conditional GAN Framework for Efficient Profiling Side-channel Analysis

Sengim Karayalcin, Marina Krcek, Lichao Wu, Stjepan Picek, Guilherme Perin

Profiling side-channel analysis is an essential technique to assess the security of protected cryptographic implementations by subjecting them to the worst-case security analysis. This approach assumes the presence of a highly capable adversary with knowledge of countermeasures and randomness employed by the target device. However, black-box profiling attacks are commonly employed when aiming …

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