The Deployment Gap in AI Media Detection: Platform-Aware and Visually Constrained Adversarial Evaluation

Aishwarya Budhkar, Trishita Dhara, Siddhesh Sheth

Recent AI media detectors report near-perfect performance under clean laboratory evaluation, yet their robustness under realistic deployment conditions remains underexplored. In pr…