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Dempster-Shafer Theory for Intrusion Detection in Ad Hoc Networks
November/December 2005 (vol. 9 no. 6)
pp. 35-41
| ASCII Text | x | ||
| Thomas M. Chen, Varadharajan Venkataramanan, "Dempster-Shafer Theory for Intrusion Detection in Ad Hoc Networks," IEEE Internet Computing, vol. 9, no. 6, pp. 35-41, November/December, 2005. | |||
| BibTex | x | ||
| @article{ 10.1109/MIC.2005.123, author = {Thomas M. Chen and Varadharajan Venkataramanan}, title = {Dempster-Shafer Theory for Intrusion Detection in Ad Hoc Networks}, journal ={IEEE Internet Computing}, volume = {9}, number = {6}, issn = {1089-7801}, year = {2005}, pages = {35-41}, doi = {http://doi.ieeecomputersociety.org/10.1109/MIC.2005.123}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - MGZN JO - IEEE Internet Computing TI - Dempster-Shafer Theory for Intrusion Detection in Ad Hoc Networks IS - 6 SN - 1089-7801 SP35 EP41 EPD - 35-41 A1 - Thomas M. Chen, A1 - Varadharajan Venkataramanan, PY - 2005 KW - intrusion detecction KW - security KW - ad hoc networks KW - peer to peer VL - 9 JA - IEEE Internet Computing ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MIC.2005.123
Without a fixed security infrastructure, mobile ad hoc networks must distribute intrusion detection among their nodes. But even though a distributed intrusion detection system can combine data from multiple nodes to estimate the likelihood of an intrusion, the observing nodes might not be reliable. The Dempster-Shafer theory of evidence is well suited for this type of problem because it reflects uncertainty. Moreover, Dempster?s rule for combination gives a numerical procedure for fusing together multiple pieces of evidence from unreliable observers. The authors review the Dempster-Shafer theory in the context of distributed intrusion detection and demonstrate the theory?s usefulness.
Index Terms:
intrusion detecction, security, ad hoc networks, peer to peer
Citation:
Thomas M. Chen, Varadharajan Venkataramanan, "Dempster-Shafer Theory for Intrusion Detection in Ad Hoc Networks," IEEE Internet Computing, vol. 9, no. 6, pp. 35-41, Nov.-Dec. 2005, doi:10.1109/MIC.2005.123
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