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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Rubin, S. Jha, S. Miller, B.P. |
| Copyright Year | 2006 |
| Description | Author affiliation: Dept. of Comput. Sci., Wisconsin Univ., Madison, WI (Rubin, S.; Jha, S.; Miller, B.P.) |
| Abstract | An attack mutation algorithm takes a known instance of an attack and transforms it into many distinct instances by repeatedly applying attack transformations. Such algorithms are widely used for testing intrusion detection systems. We investigate the notion of completeness of a mutation algorithm: its capability to generate all possible attack instances from a given set of attack transformations. We define the notion of a Phi-complete mutation algorithm. Given a set of transformations Phi, an algorithm is complete with respect to Phi, if it can generate every instance that the transformations in Phi derive. We show that if the rules in Phi are uniform and reversible then a Phi-complete algorithm exists. Intuitively speaking, uniform and reversible transformations mean that we can first exclusively apply transformations that simplify the attack, then exclusively apply transformations that complicate it, and still get all possible instances that are derived by the rules in Phi. Although uniformity and reversibility may appear severe restrictions, we show that common attack transformations are indeed uniform and reversible. Therefore, our Phi-complete algorithm can be incorporated into existing testing tools for intrusion detection systems. Furthermore, we show that a Phi-complete algorithm is useful, not only for testing purposes, but also for determining whether two packet traces are two different mutations of the same attack |
| Sponsorship | IEEE Comput. Soc. Tech. Comm. on Security and Privacy |
| Starting Page | 14 |
| Ending Page | 56 |
| File Size | 408892 |
| Page Count | 43 |
| File Format | |
| ISBN | 0769526152 |
| ISSN | 10636900 |
| DOI | 10.1109/CSFW.2006.21 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2006-07-05 |
| Publisher Place | Italy |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Genetic mutations Intrusion detection System testing Uniform resource locators Encoding Pattern matching TCPIP Feeds Computer security Conferences |
| Content Type | Text |
| Resource Type | Article |
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