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A Lightweight Secure Scheme for Detecting Provenance Forgery and Packet Drop Attacks in Wireless Sensor Networks
PrePrint
ISSN: 1545-5971
Salmin Sultana, Purdue University, West Lafayette
Gabriel Ghinita, University of Massachusetts, Boston
Elisa Bertino, Purdue University, West Lafayette
Mohamed Shehab, University of North Carolina at Charlotte, Charlotte
Large-scale sensor networks are deployed in numerous application domains, and the data they collect are used in decision-making for critical infrastructures. Data are streamed from multiple sources through intermediate processing nodes that aggregate information. A malicious adversary may introduce additional nodes in the network or compromise existing ones. Therefore, assuring high data trustworthiness is crucial for correct decision-making. Data provenance represents a key factor in evaluating the trustworthiness of sensor data. Provenance management for sensor networks introduces several challenging requirements, such as low energy and bandwidth consumption, efficient storage and secure transmission. In this paper, we propose a novel lightweight scheme to securely transmit provenance for sensor data. The proposed technique relies on \emph{in-packet Bloom filters} to encode provenance. We introduce efficient mechanisms for provenance verification and reconstruction at the base station. In addition, we extend the secure provenance scheme with functionality to detect {\em packet drop attacks} staged by malicious data forwarding nodes. We evaluate the proposed technique both analytically and empirically, and the results prove the effectiveness and efficiency of the lightweight secure provenance scheme in detecting packet forgery and loss attacks.
Index Terms:
Infrastructure protection,Security,integrity,and protection
Citation:
Salmin Sultana, Gabriel Ghinita, Elisa Bertino, Mohamed Shehab, "A Lightweight Secure Scheme for Detecting Provenance Forgery and Packet Drop Attacks in Wireless Sensor Networks," IEEE Transactions on Dependable and Secure Computing, 07 Jan. 2014. IEEE computer Society Digital Library. IEEE Computer Society, <http://doi.ieeecomputersociety.org/10.1109/TDSC.2013.44>
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