Image dataset (Paper: Paired mini-batch training)

This dataset was used in experiments of the paper, “Paired mini-batch training: A new deep network training for image forensics and steganalysis”. All images were generated by Bossbase dataset, “Bas, P., Filler, T., Pevn`y, T., 2011. Break our steganographic system: The ins and outs of organizing boss, in: Information Hiding, Springer. pp. 59–70”.Image size – 256 x 256For forensic – 200,000 normal gray images and codes for generating manipulated images.Manipulation type – Additive white Gaussian noise deviation 1, Median filtering with a 3 x 3 kernel, Gaussian blurring with a 3 x 3 kernel and a standard deviation 0.4.For steganalysis – 160,000 normal gray images and stego images.Stego type – LSB, S-UNIWARD, WOW