Applied Mathematicsematics

Managing Cyber Threats: Issues, Approaches, and Challenges by Vipin Kumar (Editor), Jaideep Srivastava (Editor),

By Vipin Kumar (Editor), Jaideep Srivastava (Editor), Aleksandar Lazarevic (Editor)

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Extra resources for Managing Cyber Threats: Issues, Approaches, and Challenges (Massive Computing)

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MIT Working Paper, 2002. D. Denning. Cryptography and Data Security, Addison Wesley, 1983. P Dokas, L Ertoz, V. Kumar, A. Lazarevic, J. Srivastava, P. Tan. Data Mining for Intrusion Detection. Proceedings NSF Workshop on Next Generation Data Mining, Baltimore, MD, November 2002. Ghosh. E-commerce Security, Weak Links and Strong Defenses, John Wiley, NY, 1998. 3 Database Security Conference Proceedings, 1990-2002. National Computer Security Conference Proceedings, 1990-1999. nsf gov. Proceedings of the Symposium on Role-based Access Control, 2002-2003.

Several research groups [77, 155, 180, 217] have been actively using security audit trails mainly for host-based intrusion detection systems. The focus of their research has been mainly to define what information the Intrusion Detection: A Survey 39 security audit trail should contain in order to increase the IDS prediction performance as well as to establish an acceptable common format for audit trail records. g. spoofing, TCP hijacking, port scanning, ping of death) that cannot be (at least not easily) detected by examining the host audit trail alone.

Due to these reasons, sophisticated adversaries typically attempt to adjust their scans by reducing the frequency of their transmissions in order to avoid detection. For detecting stealthy scans, there are a few recently proposed more sophisticated technique based on collecting various statistics [62, 102, 147, 191,214,222]. 26 Chapter 2 BSS B jilmillgfjj^ ^piwg)|raj^ j^ppijsSt^ /ll|oi<5i^ Figure 2-3. Typical scanning activity Compromises, These attacks use known vulnerabiHties such as buffer overflows [38] and weak security points for breaking into the system and gaining privileged access to hosts.

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