Deepfake-as-Input Attacks

Red-team systems that take audio or video input where deepfakes are the threat (KYC, voice biometric, video conferencing, journalism). Learn the eval set, the C2PA / Content Credentials provenance defence, liveness checks, multi-factor / multi-channel verification, the verification-tier pattern (low-stakes vs high-stakes actions), and the public-policy framing.