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cs.CR2024
Time Traveling to Defend Against Adversarial Example Attacks in Image Classification
Anthony Etim, Jakub Szefer
Adversarial example attacks have emerged as a critical threat to machine learning. Adversarial attacks in image classification abuse various, minor modifications to the image that…
cs.CR2024
Systematic Use of Random Self-Reducibility against Physical Attacks
Ferhat Erata, TingHung Chiu, Anthony Etim +7
This work presents a novel, black-box software-based countermeasure against physical attacks including power side-channel and fault-injection attacks. The approach uses the concept…