Brijesh Singh

I am a Ph.D. student at Department of Computer Science and Engineering, Indian Institute of Technology Guwahati. Presently, I am working in area of Computer Vision and Image Processing under the joint supervision of Dr. Arijit Sur and Dr. Pinaki Mitra.

My research interests includes- Computer vision, Image processing. Currently, I am working on Steganography and Steganalysis using Deep Learning.

A New Steganalysis Method using Densely Connected Convnets [code]
Deep Residual Network for Steganalysis of Digital Images (SRNet) [code]
Deep Learning Hierarchical Representations for Image Steganalysis (YeNet) [code]
ReST-Net: Diverse Activation Modules and Parallel Subnets-Based CNN for Spatial Image Steganalysis [code]
Structural Design of Convolutional Neural Networksfor Steganalysis (XuNet) [code]
Deep Learning for Steganalysis via Convolutional Neural Networks (GNCNN) [code]
Hiding Images in Plain Sight: Deep Steganography [code]

Singh, B, P K Sharma, R Saxena, A Sur, and P Mitra. “A New Steganalysis Method using Densely Connected Convnets.” In 8th International Conference on Pattern Recognition and Machine Intelligence (2019) - Lecture Notes in Computer Science (LNCS) [Link]
Rawat, R, B Singh, A Sur, and P Mitra. “Steganalysis for Clustering Modification Direction Steganography.” In Multimedia Tools and Applications (2019) - Springer DOI: [Link]
Singh, B, M Chhajed, A Sur, and P Mitra. “Steganalysis using Learned Denoising Kernels.”, In Multimedia Tools and Applications (2020) - Springer DOI: [Link]
Singh, B, A Sur, P Mitra. “Steganalysis of Digital Images Using Deep Fractal Network.”, In IEEE Transactions on Computational Social Systems. (2021) - [Link]
Singh, B, P K Sharma, S A Huddedar, A Sur, and P Mitra. “StegGAN: Hiding Image within Image using Conditional Generative Adversarial Networks.”, In Multimedia Tools and Applications (2022)[Code]
Tutorial
CS-574 CVML Tutorial - An introduction to steganography and steganalysis [Slides]

Tutorial