A survey of attack and defense techniques for reputation systems
ACM Computing Surveys (CSUR)
Iterative Filtering in Reputation Systems
SIAM Journal on Matrix Analysis and Applications
A Game-Theoretic Approach for High-Assurance of Data Trustworthiness in Sensor Networks
ICDE '12 Proceedings of the 2012 IEEE 28th International Conference on Data Engineering
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In this paper we introduce a novel sophisticated collusion attack scenario against a number of existing iterative filtering algorithms. To address this security issue, we propose an improvement for iterative filtering techniques by providing an initial approximation for such algorithms which makes them not only collusion robust, but also more accurate and faster converging.