Gossip-based Reputation Aggregation for Unstructured Peer-to-Peer Networks

13 years 5 days ago
Gossip-based Reputation Aggregation for Unstructured Peer-to-Peer Networks
: Peer-to-Peer (P2P) reputation systems are needed to evaluate the trustworthiness of participating peers and to combat selfish and malicious peer behaviors. The reputation system collects locally generated peer feedbacks and aggregates them to yield global reputation scores. Development of decentralized reputation system is in great demand for unstructured P2P networks since most P2P applications on the Internet are unstructured. In the absence of fast hashing and searching mechanisms, how to perform efficient reputation aggregation is a major challenge on unstructured P2P computing.1 We propose a novel reputation aggregation scheme called GossipTrust. This system computes global reputation scores of all nodes concurrently. By resorting to a gossip protocol and leveraging the power nodes, GossipTrust is adapted to peer dynamics and robust to disturbance by malicious peers. Simulation experiments demonstrate the system as scalable, accurate, robust and fault-tolerant. These results pro...
Runfang Zhou, Kai Hwang
Added 03 Jun 2010
Updated 03 Jun 2010
Type Conference
Year 2007
Where IPPS
Authors Runfang Zhou, Kai Hwang
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