DF-Net: Digital Forensics Network

DF-Net provides a robust solution for detecting image forgery by leveraging advanced network architecture. It addresses challenges in detecting fake imagery, surpassing traditional and CNN-based methods. The architecture integrates innovative sub-models for accurate segmentation, supported by tailored training configurations and hardware optimisation. DF-Net's evaluation includes benchmark comparisons, analysis under lossy processing by OSNs, and quantitative improvements. Visual evidence...