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