5 citations · 5 across the 1 of their papers we have counts for
4 papers
Construction of Two Statistical Anomaly Features for Small-Sample APT Attack Traffic Classification
Ru Zhang, Wenxin Sun, Jianyi Liu +3
Advanced Persistent Threat (APT) attack, also known as directed threat attack, refers to the continuous and effective attack activities carried out by an organization on a specific…
Constructing feature variation coefficients to evaluate feature learning capabilities of convolutional layers in steganographic detection algorithms of spatial domain
Ru Zhang, Sheng Zou, Jianyi Liu +2
Traditional steganalysis methods generally include two steps: feature extraction and classification.A variety of steganalysis algorithms based on CNN (Convolutional Neural Network)…
Efficient feature learning and multi-size image steganalysis based on CNN
Ru Zhang, Feng Zhu, Jianyi Liu +1
For steganalysis, many studies showed that convolutional neural network has better performances than the two-part structure of traditional machine learning methods. However, there…
Invisible Steganography via Generative Adversarial Networks
Ru Zhang, Shiqi Dong, Jianyi Liu
Nowadays, there are plenty of works introducing convolutional neural networks (CNNs) to the steganalysis and exceeding conventional steganalysis algorithms. These works have shown…