2Deep: Enhancing Side-Channel Attacks on Lattice-Based Key-Exchange via 2D Deep Learning

Priyank Kashyap,Furkan Aydin,Seetal Potluri,Paul Franzon,Aydin Aysu

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems（2021）

引用 14|浏览7

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摘要

Advancements in quantum computing present a security threat to classical cryptography algorithms. Lattice-based key exchange protocols show strong promise due to their resistance to theoretical quantum-cryptanalysis and low implementation overhead. By contrast, their physical implementations have shown vulnerability against side-channel attacks (SCAs) even with a single power measurement. The stat...

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关键词

Resistance,Performance evaluation,Deep learning,Protocols,Power measurement,Side-channel attacks,NIST

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