Architecture-Adaptive Uncertainty Fusion for Deepfake Detection

Ritesh Sharma, Mohammad Ghasemigol, Yuichi Motai

Deepfake detection systems achieve near-perfect accuracy on benchmarks, yet forensic deployment demands reliable prediction uncertainty. Existing uncertainty quantification (UQ) me…