IEEE/ICACT20250214 Slide.17        [Big Slide]       Oral Presentation
Conclusion SobelMNet effectively detects median filtering with 99.43% accuracy on compressed images. Outperforms existing methods like MedFCN and Streak Analysis. Uses Sobel filter preprocessing to enhance detection accuracy. Lightweight and efficient model, suitable for forensic applications. Robust performance across multiple manipulations, including Gaussian Blur, Resampling, and AWGN.

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