The Many-faced God: Attacking Face Verification System with Embedding and Image Recovery
Mingtian Tan, Zhe Guang Zhou, Zhou Li · Annual Computer Security Applications Conference · 2021
Face verification system (FVS), which can automatically verify a person’s identity, has been increasingly deployed in the real-world settings. Key to its success is the inclusion of face embedding, a technique that can detect similar photos of the same person by deep neural networks.