Author

M. R. Reddy

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Aug 2026

Explainable copy-move forgery detection in videos: Generative adversarial network-based transfer learning and multi-aspect transformer with shuffle attention.

This research presents an interpretable and robust deep learning architecture to identify object-based Copy-Move Forgery, that is, a combination of transfer learning with a new Multi-Aspect Fossa Graph Transformer enhanced with Shuffle Attention (MAFGTN-SA).

M. R. Reddy, C. Ananth, B. Kumar · Journal of Forensic Sciences · 0 citations

Preprint Aug 2026

Behavioral Residualization for Unsupervised Intrusion Detection in Automotive CAN Networks

Per-ID behavioral residualization is presented, a CAN-specific representation that extracts fourteen temporal, protocol, and payload features from sliding windows and residualizes them against each arbitration ID's normal baseline, which improves mean F1 in the majority of evaluations.

Chandan Hegde, M. R. Reddy · 0 citations