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A Distributed Signature Detection Method for Detecting Intrusions in Sensor Systems
School of Electrical and Electronic Engineering, Yonsei University, Seoul 120-749, Korea
Software Platform R&D Laboratory, LG Electronics Inc., Seoul 137-130, Korea
* Authors to whom correspondence should be addressed.
Received: 17 January 2013; in revised form: 13 March 2013 / Accepted: 18 March 2013 / Published: 25 March 2013
Abstract: Sensor nodes in wireless sensor networks are easily exposed to open and unprotected regions. A security solution is strongly recommended to prevent networks against malicious attacks. Although many intrusion detection systems have been developed, most systems are difficult to implement for the sensor nodes owing to limited computation resources. To address this problem, we develop a novel distributed network intrusion detection system based on theWu–Manber algorithm. In the proposed system, the algorithm is divided into two steps; the first step is dedicated to a sensor node, and the second step is assigned to a base station. In addition, the first step is modified to achieve efficient performance under limited computation resources. We conduct evaluations with random string sets and actual intrusion signatures to show the performance improvement of the proposed method. The proposed method achieves a speedup factor of 25.96 and reduces 43.94% of packet transmissions to the base station compared with the previously proposed method. The system achieves efficient utilization of the sensor nodes and provides a structural basis of cooperative systems among the sensors.
Keywords: network intrusion detection system; multiple pattern matching; distributed computing; Wu–Manber; Snort
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MDPI and ACS Style
Kim, I.; Oh, D.; Yoon, M.K.; Yi, K.; Ro, W.W. A Distributed Signature Detection Method for Detecting Intrusions in Sensor Systems. Sensors 2013, 13, 3998-4016.
Kim I, Oh D, Yoon MK, Yi K, Ro WW. A Distributed Signature Detection Method for Detecting Intrusions in Sensor Systems. Sensors. 2013; 13(4):3998-4016.
Kim, Ilkyu; Oh, Doohwan; Yoon, Myung K.; Yi, Kyueun; Ro, Won W. 2013. "A Distributed Signature Detection Method for Detecting Intrusions in Sensor Systems." Sensors 13, no. 4: 3998-4016.