Query Provenance Analysis: Efficient and Robust Defense against Query-based Black-box Attacks

Shaofei Li, Ziqi Zhang, Haomin Jia +3

Query-based black-box attacks have emerged as a significant threat to machine learning systems, where adversaries can manipulate the input queries to generate adversarial examples…