The Intrusion Detection Systems group at Columbia University aims to build next-generation tools to detect
stealthy and malicious intruders in computer systems. This includes research into anomaly detection, collaborative intrusion detection,
attacker modeling, malicious code, and secure wireless networks. Headed by Professor Salvatore J. Stolfo, IDS includes 6 PhD students
and a number of masters and undergraduate students. Several IDS technologies from our lab have been successfully commercialized and deployed
in protecting network infrastructure.