neural networks research group
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.
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...