Intrusion Detection
Active from 1998 - 1998
A neural net was trained with backpropagation to identify users in a multi-user unix system, based on the shell commands they used during a login session. The trained network recognized unusual activity reliably, suggesting that user profiles is a good way to detect novel attacks.
Jake Ryan Undergraduate Alumni
Risto Miikkulainen Faculty risto [at] cs utexas edu
Intrusion Detection With Neural Networks Jake Ryan, Meng-Jang Lin, and Risto Miikkulainen In Michael I. Jordan and Michael J. Kearns and Sara A. Solla, editors, Advances in Neural Informa... 1998