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An Overview of Issues in Testing Intrusion Detection Systems

Published

Author(s)

Peter M. Mell, R Lippmann, Chung Tong Hu, J Haines, M Zissman

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
Report Number
7007

Keywords

IDS performance measurement methodology, intrusion detection system (IDS), quantitative testing of IDSs
Created July 11, 2003, Updated November 10, 2018