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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sarita Bista

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2 papers indexed here

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Aug 2026

Distill-and-Rank: Evaluating Fast Transformer Models for Keyless PQC Side-Channel Recovery

Post-quantum cryptography (PQC) schemes such as the NIST-standardized ML-KEM (CRYSTALS-Kyber) are entering deployment, yet their resilience to side-channel attacks (SCAs) remains insufficiently understood. We study a realistic keyless attack on ML-KEM’s pointwise multiplication: a leakage model trained only on a disjoi...

Nouf Nur Nabilah, Mani Rupak Gurram, Yamini Swetha Nadella et al. · 0 citations
Aug 2026

ADAPT: Attack-Defense Agent Pipeline for Fault Injection Resilience in Kyber NTT Hardware

Fault injection attacks on the CRYSTALS-Kyber Number Theoretic Transform (NTT) exploit the recursive structure of the butterfly pipeline to corrupt polynomial computations and recover secret keys via Differential Fault Analysis (DFA). Existing countermeasures protect the entire datapath uniformly, imposing area and pow...

Sarita Bista, Mani Rupak Gurram, Yamini Swetha Nadella et al. · 0 citations

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