E. Amrutha

Digital image steganalysis: A survey on paradigm shift from machine learning to deep learning based techniques

S. Arivazhagan, E. Amrutha, W. Sylvia Lilly Jebarani et al. · IET Image Processing · 2020 · 43 citations · Full text

Engineering, Machine Learning, Biometrics +17

MixNet: A Robust Mixture of Convolutional Neural Networks as Feature Extractors to Detect Stego Images Created by Content-Adaptive Steganography

E. Amrutha, S. Arivazhagan, W. Sylvia Lilly Jebarani · Neural Processing Letters · 2021 · 18 citations

Data Hiding, Convolutional Neural Network, Image Analysis +12

Hybrid convolutional neural network architecture driven by residual features for steganalysis of spatial steganographic algorithms

S. Arivazhagan, E. Amrutha, W. Sylvia Lilly Jebarani et al. · Neural Computing and Applications · 2021 · 16 citations

Data Hiding, Convolutional Neural Network, Engineering +7

Universal steganalysis of spatial content-independent and content-adaptive steganographic algorithms using normalized feature derived from empirical mode decomposed components

S. Arivazhagan, E. Amrutha, W. Sylvia Lilly Jebarani · Signal Processing Image Communication · 2021 · 16 citations

Universal Steganalysis, Normalized Feature, Data Hiding +6