Title :
Fuzzy Inference Trust in P2P Network Environment
Author :
Chen, Hongwei ; Ye, Zhiwei ; Liu, Wei ; Wang, Chunzhi
Author_Institution :
Sch. of Comput. Sci., Hubei Univ. of Technol., Wuhan
Abstract :
How to build the mutual trust among peers in P2P network is crucial to secure distributed P2P applications. In this paper, we propose to use Mamdani-type fuzzy inference techniques in the design of P2P trust systems based on collecting and aggregating peers´ trust value, which can better handle uncertainty and fuzziness in peer trust. There are five parts in the process of P2P trust fuzzy inference: fuzzification of the input variables, application of the fuzzy operator in the antecedent, implication from the antecedent to the consequent, aggregation of the consequents across the rules, and defuzzification. Fuzzy logic inference is clearly effective for distributed trust management in P2P networks.
Keywords :
fuzzy logic; fuzzy reasoning; peer-to-peer computing; security of data; Mamdani-type fuzzy inference techniques; P2P trust systems; distributed P2P application security; distributed trust management; fuzzy logic inference; mutual trust; Application software; Computer network management; Computer science; Fuzzy logic; Fuzzy neural networks; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Input variables; Uncertainty;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5072876