Author:Riaz Ullah Khan

Publications
Opcode and Gray Scale Techniques for Classification of Malware Binaries Rajesh Kumar and Riaz Ullah Khan EasyChair Preprint no. 641
An Improved Convolutional Neural Network model for Intrusion Detection in Networks Riaz Ullah Khan, Zhang Xiaosong, Mamoun Alazab and Rajesh Kumar EasyChair Preprint no. 638
A Hybrid Technique To Detect Botnets, Based on P2P Traﬃc Similarity Riaz Ullah Khan, Rajesh Kumar, Mamoun Alazab and Xiaosong Zhang EasyChair Preprint no. 634
Effective and Explainable Detection of Android Malware based on Machine Learning Algorthims Rajesh Kumar, Zhang Xiaosong, Riaz Ullah Khan, Jay Kumar and Ijaz Ahad EasyChair Preprint no. 633

Keyphrases

Android Malware, anomaly detection, Botnet Detection, CNN, Convolutional Neural Network, Cyber Security, deep learning, dimensional reduction, feature extraction², Intrusion Detection, malware classification, malware detection, Network Security, P2P traﬃc identiﬁcation, probability statistics, SVM.