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Publication Citation: An Overview of Issues in Testing Intrusion Detection Systems

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Author(s): Peter M. Mell; R Lippmann; Chung Tong Hu; J Haines; M Zissman;
Title: An Overview of Issues in Testing Intrusion Detection Systems
Published: July 11, 2003
Abstract: While intrusion detection systems are becoming ubiquitous defenses in today's networks, currently we have no comprehensive and scientifically rigorous methodology to test the effectiveness of these systems. This paper explores the types of performance measurements that are desired and that have been used in the past. We review many past evaluations that have been designed to assess these metrics. We also discuss the hurdles that have blocked successful measurements in this area and present suggestions for research directed toward improving our measurement capabilities.
Citation: NIST Interagency/Internal Report (NISTIR) - 7007
Keywords: IDS performance measurement methodology,intrusion detection system (IDS),quantitative testing of IDSs
Research Areas: Computer Security, Cybersecurity
PDF version: PDF Document Click here to retrieve PDF version of paper (649KB)