An Application of Machine Learning to Network Intrusion Detection. - Chris Sinclair; Lyn Pierce; Sara Matzner (ACSAC, 1999)

Applications of Hidden Markov Models to Detecting Multi-Stage Network Attacks. - Dirk Ourston; Sara Matzner; William Stump; Bryan Hopkins (HICSS, 2003)

Coordinated Internet attacks: responding to attack complexity. - Dirk Ourston; Sara Matzner; William Stump; Bryan Hopkins (J. Comput. Secur., 2004)

AI Lessons Learned from Experiments in Insider Threat Detection. - Alexander Liu 001; Cheryl Martin 001; Tom Hetherington; Sara Matzner (AAAI Spring Symposium: What Went Wrong and Why: Lessons from AI Research and Applications, 2006)