Pixels of Deception: How Evolutionary Algorithms Break AI Reliability

Antonio Mastropaolo · Computer · 2025

The article reviews the evolutionary universal perturbation attack, a technique that uses genetic algorithms to craft tiny, invisible noise patterns that can mislead deep neural networks without needing internal model access.

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