Carl Busart

Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks

2024 · arXiv (Cornell University)

Adversarial attacks have demonstrated the vulnerability of Machine Learning (ML) image classifiers in Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) systems. An adversarial attack can deceive the classifier into making incorrect predictions by perturbing …