Result Analysis of Cross-Validation on low embedding Feature-based Blind Steganalysis of 25 percent on JPEG images using SVM

DD Shankar, VK Shukla - … on Circuits and Systems in Digital …, 2018 - ieeexplore.ieee.org
This paper presents a result analysis of steganalysis of normal JPEG images as compared
to the images that have undergone a cross-validation. Four different algorithms, in spatial …

Blind Feature-Based Steganalysis with and Without Cross Validation on Calibrated JPEG Images Using Support Vector Machine

DD Shankar, AS Azhakath - Innovation in Electrical Power Engineering …, 2020 - Springer
The paper presents the comparative result analysis of calibrated JPEG images with and
without cross-validation technique. Pixel-value differencing, LSB replacement, F5 and LSB …

Effect of principal component analysis in feature based uncalibrated steganalysis using block dependency

DD Sankar, V Shukla - Available at SSRN 3315032, 2019 - papers.ssrn.com
Steganalysis is a domain where hidden information sent through a medium over the internet
is detected. The medium can be text, audio, images or video. The steganalytic method is of …