Rinku Patil

A Machine Learning-Based Approach for Detecting DNS Tunneling and Data Exfiltration in Network Traffic

This paper presents a comprehensive machine learning-based framework for detecting DNS tunneling and data exfiltration activity in network traffic and demonstrates that combining automatically learned representations with engineered statistical features substantially improves detection of low-and-slow exfiltration and...