Exposing and Mitigating Neural Codec Vulnerabilities in Audio Deepfake Detection

Abdullah, Awais Khan, Khalid Mahmood Malik

Existing audio deepfake detection (ADD) datasets and detectors are primarily built for vocoder-based synthesis, evaluated against traditional post-hoc perturbations such as MP3/AAC…