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Cited by 511

The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.

On trust models and trust evaluation metrics for ad hoc networks

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Theodorakopoulos, G., Baras, J.S.·2006·IEEE Journal on Selected Areas in Communications

Abstract

Within the realm of network security, we interpret the concept of trust as a relation among entities that participate in various protocols. Trust relations are based on evidence created by the previous interactions of entities within a protocol. In this work, we are focusing on the evaluation of trust evidence in ad hoc networks. Because of the dynamic nature of ad hoc networks, trust evidence may be uncertain and incomplete. Also, no preestablished infrastructure can be assumed. The evaluation process is modeled as a path problem on a directed graph, where nodes represent entities, and edges represent trust relations. We give intuitive requirements and discuss design issues for any trust evaluation algorithm. Using the theory of semirings, we show how two nodes can establish an indirect trust relation without previous direct interaction. We show that our semiring framework is flexible enough to express other trust models, most notably PGP's Web of Trust. Our scheme is shown to be robust in the presence of attackers.

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  • Factor graphs and the sum-product algorithm

    Kschischang, F. R., Frey, B. J., & Loeliger, H.-A. (2001) · IEEE Transactions on Information Theory · doi:10.1109/18.910572 · Cited by 6,486 · cited 2×

    “The formalism of semirings highlights that our algorithm is a member of a larger family of wellstudied algorithms, collectively described under the term Factor Graphs [5], or Generalized Distributive Law [6].”

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Metadata

Authors
Theodorakopoulos, G., & Baras, J. S.
Venue
IEEE Journal on Selected Areas in Communications
Published
2006-02
Volume
24
Issue
2
Pages
318-328
ISSN
0733-8716 (ISSN-L)
OpenAlex
W2168205742
Cited by
511
References
1
FWCI
111.82
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: On trust models and trust evaluation metrics for ad hoc networks. https://app.cochat.ai/papers/10.1109/jsac.2005.861390
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Theodorakopoulos, G., & Baras, J. S. (2006). On trust models and trust evaluation metrics for ad hoc networks. IEEE Journal on Selected Areas in Communications. https://doi.org/10.1109/jsac.2005.861390

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