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Wenke Lee

Papers on DiSC'03


Applying Data Mining to Intrusion Detection: The Quest for Automation, Efficiency, and Credibility

Publications


Note: Links lead to the DBLP on the Web.

Wenke Lee

24 Yi-an Huang , Wei Fan , Wenke Lee, Philip S. Yu : Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies. ICDCS 2003 : 478-

23 Henry Hanping Feng , Oleg M. Kolesnikov , Prahlad Fogla , Wenke Lee, Weibo Gong : Anomaly Detection Using Call Stack Information. IEEE Symposium on Security and Privacy 2003 : 62-

22 João B. D. Cabrera , Lundy M. Lewis , Xinzhou Qin , Carlos Gutiérrez , Wenke Lee, Raman K. Mehra : Proactive Intrusion Detection and SNMP-based Security Management: New Experiments and Validation. Integrated Network Management 2003 : 93-96

21 Wenke Lee, João B. D. Cabrera , Ashley Thomas , Niranjan Balwalli , Sunmeet Saluja , Yi Zhang : Performance Adaptation in Real-Time Intrusion Detection Systems. RAID 2002 : 252-273

20 Wenke Lee, Wei Fan , Matthew Miller , Salvatore J. Stolfo , Erez Zadok : Toward Cost-Sensitive Modeling for Intrusion Detection and Response. Journal of Computer Security 10 (1/2): 5-22 (2002)

19 Wenke Lee: Applying Data Mining to Intrusion Detection: The Quest for Automation, Efficiency, and Credibility. SIGKDD Explorations 4 (2): 35-42 (2002)

18 Wenke Lee, Ludovic Mé , Andreas Wespi : Recent Advances in Intrusion Detection, 4th International Symposium, RAID 2001 Davis, CA, USA, October 10-12, 2001, Proceedings. Springer 2001

17 Wei Fan , Matthew Miller , Salvatore J. Stolfo , Wenke Lee, Philip K. Chan : Using Artificial Anomalies to Detect Unknown and Known Network Intrusions. ICDM 2001 : 123-130

16 Wenke Lee, Dong Xiang : Information-Theoretic Measures for Anomaly Detection. IEEE Symposium on Security and Privacy 2001 : 130-143

15 Wenke Lee, Wei Fan : Mining System Audit Data: Opportunities and Challenges. SIGMOD Record 30 (4): 35-44 (2001)

14 Salvatore J. Stolfo , Wenke Lee, Philip K. Chan , Wei Fan , Eleazar Eskin : Data Mining-based Intrusion Detectors: An Overview of the Columbia IDS Project. SIGMOD Record 30 (4): 5-14 (2001)

13 Wei Fan , Wenke Lee, Salvatore J. Stolfo , Matthew Miller : A Multiple Model Cost-Sensitive Approach for Intrusion Detection. ECML 2000 : 142-153

12 Yongguang Zhang , Wenke Lee: Intrusion detection in wireless ad-hoc networks. MOBICOM 2000 : 275-283

11 Wenke Lee, Rahul A. Nimbalkar , Kam K. Yee , Sunil B. Patil , Pragneshkumar H. Desai , Thuan T. Tran , Salvatore J. Stolfo : A Data Mining and CIDF Based Approach for Detecting Novel and Distributed Intrusions. Recent Advances in Intrusion Detection 2000 : 49-65

10 Wenke Lee, Salvatore J. Stolfo , Kui W. Mok : Adaptive Intrusion Detection: A Data Mining Approach. Artificial Intelligence Review 14 (6): 533-567 (2000)

9 Wenke Lee, Salvatore J. Stolfo : A framework for constructing features and models for intrusion detection systems. TISSEC 3 (4): 227-261 (2000)

8 Wenke Lee, Salvatore J. Stolfo , Kui W. Mok : A Data Mining Framework for Building Intrusion Detection Models. IEEE Symposium on Security and Privacy 1999 : 120-132

7 Wenke Lee, Salvatore J. Stolfo , Kui W. Mok : Mining in a Data-Flow Environment: Experience in Network Intrusion Detection. KDD 1999 : 114-124

6 Wenke Lee, Salvatore J. Stolfo : Combining Knowledge Discovery and Knowledge Engineering to Build IDSs. Recent Advances in Intrusion Detection 1999

5 Wenke Lee, Christopher T. Park , Salvatore J. Stolfo : Automated Intrusion Detection Using NFR: Methods and Experiences. Workshop on Intrusion Detection and Network Monitoring 1999 : 63-72

4 Wenke Lee, Gail E. Kaiser : Interfacing Oz with the PCTE OMS: A Case Study of Integrating a Legacy System with a Standard Object Management System. Journal of Systems Integration 9 (4): 329-358 (1999)

3 Wenke Lee, Salvatore J. Stolfo , Kui W. Mok : Mining Audit Data to Build Intrusion Detection Models. KDD 1998 : 66-72

2 Naser S. Barghouti , John Mocenigo , Wenke Lee: Grappa: A GRAPh PAckage in Java. Graph Drawing 1997 : 336-343

1 Salvatore J. Stolfo , Andreas L. Prodromidis , Shelley Tselepis , Wenke Lee, Dave W. Fan , Philip K. Chan : JAM: Java Agents for Meta-Learning over Distributed Databases. KDD 1997 : 74-81




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