04:00
2026-07-16
arxiv.org
artificial-intelligence
Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System
BitMind Forensics (BMF), trained through Bittensor SN34's open adversarial competition, achieves 0.936 AUC on Sumsub's original images and 0.872 pooled AUC over its full manipulation battery, outperfo…