Publication No 36824

Author(s)

Gutscher, A.*

Title

A Method to Evaluate Uncertain and Conflicting Trust and Authenticity Statements

Topics

Network Security

Methods

Network Security

Keywords

TRUST MODEL; REPUTATION SYSTEM; AUTHENTICATION

Abstract

Countless Internet applications and platforms make it easy to       communicate, to collaborate and to exchange information and opinions       with a huge number of individuals.  However, it is getting more and       more difficult to distinguish honest and reliable individuals from       malicious users distributing false information or malware.  Digital       signatures, webs of trust and reputation systems can help to       securely identify communication partners and to estimate the       trustworthiness of others, but there is a lack of trust and       authenticity evaluation methods that do not show counterintuitive       effects in the case of conflicting opinions.  This article proposes       a new integrated method to evaluate uncertain and conflicting trust       and authenticity statements.  It introduces a set of operators and       inference rules for combining and reasoning with these statements,       it defines an approach to compute the resulting confidence values of       derived statements and it compares different computation algorithms.       The computation is based on a probability theoretical model in order       to exclude inconsistencies and counter-intuitive effects.

Year

2009

Reference entry

Gutscher, A.
A Method to Evaluate Uncertain and Conflicting Trust and Authenticity Statements
Proceedings of the 1st International Workshop on Managing Insider Security Threats (MIST 2009), West Lafayette, June 2009, pp. 62-82

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Authors marked with an asterisk (*) were IKR staff members at the time the publication has been written.