Title :
TrustSets - Using Trust to Detect Deceitful Agents in a Distributed Information Collecting System
Author :
Vu, Quang Anh Nguyen ; Gaudou, Benoit ; Canal, Richard ; Hassas, Salima ; Armetta, Frédéric
Author_Institution :
Inst. de Rech. Pour le Developpment (IRD), Bondy, France
Abstract :
This paper presents a study on how to improve a distributed information collecting system in which information is collected by a multi-agent system constituted by communicating agents, assuming the hypothesis that some agents of this system can deliberately (liar agents) or in good faith (defective agents) produce or communicate incorrect information. To ensure the coherence of the information system under these constraints, we aim to gradually limit the impact of the incoming perturbations. To reach this goal, we propose that each agent develops its own communication strategy from a TrustSet it builds using information collected by itself and information received from agents it communicates with.
Keywords :
data acquisition; distributed processing; information systems; multi-agent systems; security of data; TrustSets; communicating agent; communication strategy; constraint; deceitful agent detection; defective agent; distributed information collecting system; liar agent; multiagent system; Computational modeling; Data models; Peer to peer computing; Robot sensing systems; Robustness;
Conference_Titel :
Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), 2010 IEEE RIVF International Conference on
Conference_Location :
Hanoi
Print_ISBN :
978-1-4244-8074-6
DOI :
10.1109/RIVF.2010.5633080