Unsupervised Anomaly Detection System for nIDSs based on payload and Probabilistic Suffix Trees
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez
2009 - IADIS International Conference - Applied Computing (IADIS-2009)
Oral communication
Histogram Based Payload Processing for Unsupervised Anomaly Detection Systems in Network Intrusion
Iñigo Perona, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José I. Martín, Javier Muguerza, Jesús M. Pérez
2009 - 14th Portuguese Conference on Artificial Intelligence (EPIA 2009)
Oral communication
SIHC: A Stable Incremental Hierarchical Clustering Algorithm
Ibai Gurrutxaga, Olatz Arbelaitz, José I. Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2009 - 11th International Conference on Enterprise Information Systems (ICEIS-2009)
Poster
Service-independent payload analysis to improve intrusion detection in network traffic
Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José I. Martín, Javier Muguerza, Jesús M. Pérez
2008 - 7th Australasian Data Mining Conference (AusDM08)
Oral communication
Evaluation of Malware clustering based on its dynamic behaviour
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José I. Martín, Iñigo Perona
2008 - 7th Australasian Data Mining Conference (AusDM08)
Oral communication