Bai Xiaofan

Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models

Cloud-based AI services offer numerous benefits but also introduce vulnerabilities, allowing for tampering with deployed DNN models, ranging from injecting malicious behaviors to reducing computing resources. Fingerprint samples are generated to query models to detect such tampering. In this paper,…