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digital-image-forensics

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VeriScan: Comprehensive Cyber Security tool for image-based malware detection, sanitation, and authentication. Features neural CNN-GAN detection, SRNet steganalysis (ALASKA-1), and forensic authentication (ELA, Copy-Move, Noise Variance).

  • Updated Mar 7, 2026
  • Python

A privacy-preserving image forgery detection framework using Federated Learning. Combines FedYogi optimization with CNN and ResNet50 to handle non-IID forensic data. Trains models collaboratively without sharing raw images, improving stability and accuracy on CASIA 1.0.

  • Updated May 26, 2026
  • Jupyter Notebook

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