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cs.LG2025

A Cryptographic Perspective on Mitigation vs. Detection in Machine Learning

Greg Gluch, Shafi Goldwasser

In this paper, we initiate a cryptographically inspired theoretical study of detection versus mitigation of adversarial inputs produced by attackers on Machine Learning algorithms…