Towards Private Deep Learning-based Side-Channel Analysis using Homomorphic Encryption

ePrint Report: Towards Private Deep Learning-based Side-Channel Analysis using Homomorphic Encryption

Fabian Schmid, Shibam Mukherjee, Stjepan Picek, Marc Stöttinger, Fabrizio De Santis, Christian Rechberger

Side-channel analysis certification is a process designed to certify the resilience of cryptographic hardware and software implementations against side-channel attacks.
In certain cases, third-party evaluations by external companies or departments are necessary due to limited budget, time, or even expertise with the penalty of a significant exchange of sensitive information during the evaluation process.
In this …

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