TY - GEN
T1 - Exploring social relations for the intrusion detection in ad hoc networks
AU - Wang, Wei
AU - Man, Hong
PY - 2009
Y1 - 2009
N2 - We proposed a novel intrusion detection system in mobile ad hoc networks using the social network analysis approach, which is different from the conventional ones. Our social based IDS utilizes explored social relations for anomaly detections, which can capture and represent similar network statistics as those used in data mining based intrusion detection systems. Simulation results show that this social based IDS can effectively detect attacks with high detection rates and low false alarm rates. Further more, our system is of simpler implementation and lower system complexity than rule based anomaly IDS.
AB - We proposed a novel intrusion detection system in mobile ad hoc networks using the social network analysis approach, which is different from the conventional ones. Our social based IDS utilizes explored social relations for anomaly detections, which can capture and represent similar network statistics as those used in data mining based intrusion detection systems. Simulation results show that this social based IDS can effectively detect attacks with high detection rates and low false alarm rates. Further more, our system is of simpler implementation and lower system complexity than rule based anomaly IDS.
KW - Ad Hoc Networks
KW - I ntrusion Detection System
KW - Social Network Analysis
UR - http://www.scopus.com/inward/record.url?scp=66849127680&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=66849127680&partnerID=8YFLogxK
U2 - 10.1117/12.818142
DO - 10.1117/12.818142
M3 - Conference contribution
AN - SCOPUS:66849127680
SN - 9780819476104
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Data Mining, Intrusion Detection, Information Security and Assurance, and Data Networks Security 2009
T2 - Data Mining, Intrusion Detection, Information Security and Assurance, and Data Networks Security 2009
Y2 - 15 April 2009 through 16 April 2009
ER -