Thomas Cilloni

Focused Adversarial Attacks

2022 · arXiv (Cornell University)

Recent advances in machine learning show that neural models are vulnerable to minimally perturbed inputs, or adversarial examples. Adversarial algorithms are optimization problems that minimize the accuracy of ML models by perturbing inputs, often using …