Baidu Geek Talk

Oct 20, 2023 · Artificial Intelligence

Can Ignoring Identity Features Boost Deepfake Detection? A New Approach

This article analyzes the hidden "identity leakage" problem in deepfake detectors, proposes a novel algorithm that suppresses identity cues by focusing on local forged regions and multi‑scale facial manipulation, and demonstrates through extensive experiments that the method markedly improves generalization across unseen forgery techniques.