cs.CRcs.AIcs.LGcs.MAcs.SE
AI-Driven Adaptive Adversaries and the Erosion of Cryptographic Trust in Public Key Systems
May 23, 2026
AI Summarygemma4:e4b
The paper analyzes how AI-driven adaptive adversaries exploit implementation-level weaknesses in Public Key Cryptography, suggesting that current algorithm-centric security models are insufficient.
Abstract
More Like ThisThis paper examines the erosion of Public Key Cryptography (PKC) security under adaptive adversarial optimisation driven by artificial intelligence. The problem addressed is the growing mismatch between algorithm-centric cryptographic security models and operational attack realities, where adversaries exploit implementation-level observability rather than breaking cryptographic primitives.