Detecting Adversarial Examples via Neural Fingerprinting

Sumanth Dathathri, Stephan Zheng, Tianwei Yin +2

Deep neural networks are vulnerable to adversarial examples, which dramatically alter model output using small input changes. We propose Neural Fingerprinting, a simple, yet effect…