Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era presented at USENIX Security 2022

by Changjiang Li,

Tags: ML III

URL : https://www.usenix.org/system/files/sec22-li-changjiang.pdf

Summary : Facial Liveness Verification (FLV) is widely used for identity authentication in many security-sensitive domains and offered as Platform-as-a-Service (PaaS) by leading cloud vendors. Yet, with the rapid advances in synthetic media techniques (e.g., deepfake), the security of FLV is facing unprecedented challenges, about which little is known thus far.