NDLI: Evaluation of detection algorithms for MAC layer misbehavior: theory and experiments

Content Provider	ACM Digital Library
Author	Cárdenas, Alvaro A. Baras, John S. Radosavac, Svetlana
Copyright Year	2009
Abstract	We revisit the problem of detecting greedy behavior in the IEEE 802.11 MAC protocol by evaluating the performance of two previously proposed schemes: DOMINO and the Sequential Probability Ratio Test (SPRT). Our evaluation is carried out in four steps. We first derive a new analytical formulation of the SPRT that considers access to the wireless medium in discrete time slots. Then, we introduce an analytical model for DOMINO. As a third step, we evaluate the theoretical performance of SPRT and DOMINO with newly introduced metrics that take into account the repeated nature of the tests. This theoretical comparison provides two major insights into the problem: it confirms the optimality of SPRT, and motivates us to define yet another test: a nonparametric CUSUM statistic that shares the same intuition as DOMINO but gives better performance. We finalize the paper with experimental results, confirming the correctness of our theoretical analysis and validating the introduction of the new nonparametric CUSUM statistic.
Starting Page	605
Ending Page	617
Page Count	13
File Format	PDF
ISSN	10636692
DOI	10.1109/TNET.2008.926510
Volume Number	17
Issue Number	2
Journal	IEEE/ACM Transactions on Networking (TON)
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2009-04-01
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	CUSUM DOMINO IEEE 802.11 MAC SPRT Intrusion detection Misbehavior
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering Computer Networks and Communications Software Computer Science Applications

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