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In many of the sensor network applications like natural habitat monitoring and international border monitoring, sensor networks are deployed in areas, where there is a high possibility of node capture and network level attacks. Specifically in such applications, the sensor nodes are severely limited in resources. We propose MUQAMI, a locally distributed key management scheme for resilience against the node capture in wireless sensor networks. Our scheme is efficient both in case of keying, re-keying and node compromise. Beauty of our scheme is that it requires minimal message transmission outside the cluster. We base our Scheme on Exclusion Basis System (EBS).