2 papers
cs.CR2022
Network Security Modelling with Distributional Data
Subhabrata Majumdar, Ganesh Subramaniam
We investigate the detection of botnet command and control (C2) hosts in massive IP traffic using machine learning methods. To this end, we use NetFlow data -- the industry standar…
cs.CR2021
Network Security Modeling using NetFlow Data: Detecting Botnet attacks in IP Traffic
Ganesh Subramaniam, Huan Chen, Ravi Varadhan +1
Cybersecurity, security monitoring of malicious events in IP traffic, is an important field largely unexplored by statisticians. Computer scientists have made significant contribut…