machine learning

Network Intrusion Detection in an Adversarial setting

A study on fooling Machine Learning/Deep Learning based Network Intrusion Detection systems to prevent them from detecting intrusions

Linux Malware detection using Machine Learning

Implemented various papers on Linux Malware detection, where I analysed the structure of ELF files to determine whether they were malicious or benign. Approaches included the analysis of - * Symbol Table * Opcode frequency * ELF file metadata