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cs.CV2026
Benchmark AUC Is Not Deployable Reliability: A Cross-Dataset Audit of Off-the-Shelf Features for Surveillance Video Anomaly Detection
Mohammadreza Rashidi
Automated "suspicious behavior" flagging is a headline promise of AI surveillance, and the field reports high frame-level ROC-AUC on standard video anomaly detection benchmarks. Th…
cs.CV2026
Empirical Evaluation of Multi-Modal Touch Detection in Over-the-Shoulder Video Surveillance
Mohammadreza Rashidi
Video Intelligence Surveillance (VIDINT) on over-the-shoulder footage is a proposed vector for monitoring human-computer interaction patterns without direct screen recording access…
cs.CV2026
Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks
Mohammadreza Rashidi, Raja Hashim Ali, Sami Ur Rahman
Synthetic facial videos have proliferated across social media faster than platform moderation can respond, raising the cost of disinformation and identity-based attacks. Frame-leve…