NeuroTrace: Inference Provenance-Based Detection of Adversarial Examples

Firas Ben Hmida, Philemon Hailemariam, Kashif Ali Khan +1

Deep neural networks (DNNs) remain largely opaque at inference time, limiting our ability to detect and diagnose malicious input manipulations such as adversarial examples. Existin…