Interpretable Deepfake Detection in Videos via Explicit Forensic Features and Temporal Modeling

Chahira Benhama, Mohand Saïd Allili, Assia Hamadene

Deepfake detection in videos remains challenging, as manipulated content may appear visually consistent at the frame level while exhibiting subtle temporal inconsistencies. This pa…