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The share nature of the transmission channel in IEEE 802.11 makes the network vulnerable to several attacks like the MAC layer misbehavior which can be similar to denial of service attack. In this way cheating node by choosing smaller backoff timer attempts to increase its resources at the expense to other stations which respect the protocol. In this paper, we suggest a novel detection scheme of such attack using a multivariate control chart currently exist in industrial management with a largedoi:10.1016/j.procs.2016.04.099 fatcat:f6wjuhr6g5guhlpgghqikb7b54