DocumentCode :
2977037
Title :
Evaluation of network trust using provenance based on distributed local intelligence
Author :
Dogan, Gulustan ; Brown, Theodore ; Govindan, Kannan ; Maifi, H.K.M. ; Abdelzaher, Tarek ; Mohapatra, Prasant ; Cho, Jin-Hee
Author_Institution :
City Univ. of New York, New York, NY, USA
fYear :
2011
fDate :
7-10 Nov. 2011
Firstpage :
1493
Lastpage :
1498
Abstract :
Provenance can play a significant role in a military information system for supporting the calculation of information trust. A node´s trust can change over time after its initial deployment due to various reasons such as energy loss, environmental conditions or exhausting sources. We introduce a node-level trust-enhancing mechanism for information networks using provenance. A unique characteristic of the proposed trust architecture presented here is the use of provenance through the path of the information from source to destination in determining the information trust. In this proposed architecture each node in the system has a trust and provenance vector. Each information item transmitted over the network has a trust value associated with it. Nodes reexamine and update the trust value associated with the information, creating a distributed system that is more flexible and more responsive. As our system allows reconfigurations, initiatives taken by the intermediate nodes such as replacement of untrusted nodes will enhance the network trust in mission critical situations faster than a centralized approach.
Keywords :
computer network security; distributed processing; information networks; military computing; distributed local intelligence; distributed system; exhausting sources; information networks; information trust; military information system; mission critical situations; network trust evaluation; node-level trust-enhancing mechanism; trust architecture; Accuracy; Artificial intelligence; Automata; Computer architecture; Signal to noise ratio; Vectors; Wireless networks; Distributed Intelligence; Information Networks; Provenance; Trust;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
MILITARY COMMUNICATIONS CONFERENCE, 2011 - MILCOM 2011
Conference_Location :
Baltimore, MD
ISSN :
2155-7578
Print_ISBN :
978-1-4673-0079-7
Type :
conf
DOI :
10.1109/MILCOM.2011.6127517
Filename :
6127517
Link To Document :
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