2010

Hadi Shiravi, Ali Shiravi and Ali Ghorbani, IDS Alert Visualization and Monitoring through Heuristic Host Selection, Accepted to the Twelfth International Conference on Information and Communications Security, ICICS 2010, Barcelona, Spain.

Natalia Stakhanova, Hanli Ren, Ali A. Ghorbani, Selective Regular Expression Matching, Accepted to the Information Security Conference, ISC 2010.

Mahbod Tavallaee, Wei Lu, Ebrahim Bagheri and Ali A. Ghorbani, Automatic Discovery of Network Applications: A Hybrid Approach, The 23rd Canadian Conference on Artificial Intelligence, Ottawa, Canada, 2010.

H.Ren, N. Stakhanova, A. Ghorbani, An Online Adaptive Approach to Alert Correlation, Accepted to the Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA 2010).


N. Stakhanova, A. Ghorbani, Managing intrusion detection rule sets, The European Workshop on System Security, EuroSec 2010.
 

2009

Wei Lu, Mahbod Tavallaee and Ali A. Ghorbani, Hybrid Traffic Classification Approach Based on Decision Tree, Proceedings of the 2009 IEEE Global Telecommunications Conference (GLOBECOM’09), pp. 1-6, December 2009.
 

Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu and Ali A. Ghorbani. A Detailed Analysis of the KDD CUP 99 Data Set. In Proceedings of the 2009 IEEE Symposium Computational Intelligence for Security and Defense Applications, CISDA’09, July 2009.[PDF]

Wei Lu, Mahsa Kiani, Mahbod Tavallaee and Ali A. Ghorbani. Fusing Multiple Sensors to Detect Network Traffic Anomalies - A Control Theoretic Model. In Proceedings of the Sixth Annual Research Exposition, University of New Brunswick, pp. 57-64, April 2009.

N. Stakhanova, Y. Li and A. A. Ghorbani. Classification and Discovery of Rule Misconfigurations in Intrusion Detection and Response Devices. Accepted to the Congress on Privacy, Security, Trust and the Management of e-Business, 2009.[PDF] [PPT]

Wei Lu, Mahbod Tavallaee and Ali. A. Ghorbani. Automatic Discovery of Botnet Communities on Large-Scale Communication Networks. In Proceedings of the 2009 ACM Symposium on Information, Computer and Communications Security, ASIACCS 2009, Sydney, Australia, March 10-12, 2009. ACM 2009, pp. 1-10.[PDF]

Wei Lu, Mahbod Tavallaee, Goaletsa Rammidi and Ali A. Ghorbani. BotCop: An Online Botnets Traffic Classifier. In Proceedings of the 7th Annual Conference on Communication Networks and Services Research (CNSR 2009), Moncton, New Brunswick, Canada, May 11 - 13, 2009. pp. 70-77.[PDF]

Mahbod Tavallaee, Wei Lu, and Ali A. Ghorbani. Online Classification of Network Flows. In Proceedings of the 7th Annual Conference on Communication Networks and Services Research (CNSR 2009), Moncton, New Brunswick, Canada, May 11 - 13, 2009. pp. 78-85.[PDF]

2008

Wei Lu and Ali A. Ghorbani. Botnets Detection Based on IRC-Community. In Proceedigns of the IEEE Global Communications Conference(GLOBECOM 2008), Nov. 30 - Dec. 4, New Orleans, LA, USA. pp. 2067-2071.[PDF]

Wei Lu and Ali A. Ghorbani. Bots Behaviors vs. Human Behaviors on Large-Scale Communication Networks (Extended Abstract). In Proceedings of 11th International Symposium on Recent Advances in Intrusion Detection (RAID 2008), R. Lippmann, E. Kirda, and A. Trachtenberg (Eds.): RAID 2008, LNCS 5230, pp. 415-416, MIT, Boston, USA 2008.[PDF]


Reza Sadoddin and Ali A. Ghorbani. Real-time Alert Correlation Using Stream Data Mining Techniques. In Proceedings of Innovative Applications of Artificial Intelligence (IAAI), pages 1731-1737, 2008.

Wei Lu, Mahbod Tavallaee, and Ali A. Ghorbani. Detecting Network Anomalies Using Different Wavelet Basis Functions. In Proceedings of Sixth Annual Conference on Communication Networks and Services Research (CNSR), pages 149-156, 2008.[PDF]

Mahbod Tavallaee, Wei Lu, Shah Arif Iqbal, and Ali A. Ghorbani. A Novel Covariance Matrix Based Approach for Detecting Network Anomalies. In Proceedings of Sixth Annual Conference on Communication Networks and Services Research (CNSR), pages 75-81, 2008.[PDF]

Mahboobeh Soleimani and Ali A. Ghorbani. Critical Episode Mining in Intrusion Detection Alerts. In Proceedings of Sixth Annual Conference on Communication Networks and Services Research (CNSR), pages 157-164, 2008.[PDF]

N. Stakhanova, O. Stakhanov, and Ali A. Ghorbani. A Behavioral Model of Ideologically-motivated "Snowball" Attacks. In Proceedings of the International Conference on Availability, Reliability and Security (ARES), pages 88-95, 2008.[PDF]

Iosif-Viorel Onut and Ali A. Ghorbani. A Comprehensive Fuzzy Logic Model for Feature Performance Assessment against Network Attacks. In Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS), pages 203-213, 2008.[PDF]

2007

Reza Sadoddin and Ali A. Ghorbani. A Comparative Study of Unsupervised Machine Learning and Data Mining Techniques for Intrusion Detection. In Proceedings of the 5th International Conference in Machine Learning and Data Mining in Pattern Recognition (MLDM07), LNCS 4571, pages 404-418, 2007.[PDF]

2006

Mehran Nadjarbashi-Noghani and Ali A. Ghorbani. Design and Implementation of a Behavioral Difference Analyzer for Network Intrusion Detection. In Proceedings of the 4th Annual Conference on Privacy, Security and Trust (PST), pages 1-5, 2006.[PDF]

Iosif-Viorel Onut and Ali A. Ghorbani. Toward A Feature Classification Scheme For Network Intrusion Detection. In Proceedings of The Fourth Annual Conference on Communication Networks and Services Research (CNSR), pages 284-291, 2006.[PDF]

Reza Sadoddin and Ali A. Ghorbani. Alert Correlation Survey : Framework and Techniques. In Proceedings of the 4th Annual Conference on Privacy, Security and Trust (PST), pages 6-15, 2006.[PDF]

2005

Iosif-Viorel Onut, Bin Zhu, and Ali A. Ghorbani. SVision: A network host-centered anomaly visualization technique. In Proceedings of Information Security Conference (ISC), LNCS 3650, pages 16-28, 2005.[PDF]

Iosif-Viorel Onut, Bin Zhu, and Ali A. Ghorbani. SVision: Visual identification of scanning and denial of service attacks. In Proceedings of International Conference on Information Security, Enformatica, Voulme 6, pages 37-40, 2005.

2004

Iosif-Viorel Onut, Bin Zhu, and Ali A. Ghorbani. A novel visualization technique for network anomaly detection. In Proceedings of the 2nd Annual Conference on Privacy, Security and Trust (PST), 2004.[PDF]