Fuzzy reputation-based trust model

Tajeddine A.; Kayssi A.; Chehab A.; Artail H.

AUB ScholarWorks Home
→
Faculty of Engineering and Architecture (FEA)
→
Department of Electrical and Computer Engineering - Faculty Publications
→
View Item

dc.contributor.author	Tajeddine A.
dc.contributor.author	Kayssi A.
dc.contributor.author	Chehab A.
dc.contributor.author	Artail H.
dc.contributor.editor
dc.date	2011
dc.date.accessioned	2017-09-07T07:07:44Z
dc.date.available	2017-09-07T07:07:44Z
dc.date.issued	2011
dc.identifier	10.1016/j.asoc.2009.11.025
dc.identifier.isbn
dc.identifier.issn	15684946
dc.identifier.uri	http://hdl.handle.net/10938/11563
dc.description.abstract	We present PATROL-F (comPrehensive reputAtion-based TRust mOdeL with Fuzzy subsystems) as a comprehensive model for reputation-based trust incorporating fuzzy subsystems to protect interacting hosts in distributed systems. PATROL-F is the fuzzy version of our previous model PATROL, and aims at achieving a truly unique model incorporating various concepts that are important for the calculation of reputation values and the corresponding decisions of whether or not to trust. Among the incorporated concepts are direct experiences and reputation values, the credibility of a host to give recommendations, the decay of information with time based on a dynamic decay factor, first impressions, and a hierarchy of host systems. The model also implements the concepts of similarity, popularity, activity, and cooperation among hosts. In addition, PATROL-F's fuzzy subsystems account for humanistic and subjective concepts such as the importance of a transaction, the decision in the uncertainty region, and setting the result of interaction. We present simulations of PATROL-F and show its correctness and reliability. © 2010 Elsevier B.V. All rights reserved.
dc.format.extent
dc.format.extent	Pages: (345-355)
dc.language	English
dc.publisher	AMSTERDAM
dc.relation.ispartof	Publication Name: Applied Soft Computing Journal; Publication Year: 2011; Volume: 11; no. 1; Pages: (345-355);
dc.relation.ispartofseries
dc.relation.uri
dc.source	Scopus
dc.subject.other
dc.title	Fuzzy reputation-based trust model
dc.type	Article
dc.contributor.affiliation	Tajeddine, A., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.affiliation	Kayssi, A., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.affiliation	Chehab, A., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.affiliation	Artail, H., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.authorAddress	Kayssi, A.; Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon; email: ayman@aub.edu.lb
dc.contributor.authorCorporate	University: American University of Beirut; Faculty: Faculty of Engineering and Architecture; Department: Electrical and Computer Engineering;
dc.contributor.authorDepartment	Electrical and Computer Engineering
dc.contributor.authorDivision
dc.contributor.authorEmail	ayman@aub.edu.lb
dc.contributor.faculty	Faculty of Engineering and Architecture
dc.contributor.authorInitials	Tajeddine, A
dc.contributor.authorInitials	Kayssi, A
dc.contributor.authorInitials	Chehab, A
dc.contributor.authorInitials	Artail, H
dc.contributor.authorOrcidID
dc.contributor.authorReprintAddress	Kayssi, A (reprint author), Amer Univ Beirut, Dept Elect and Comp Engn, Beirut 11072020, Lebanon.
dc.contributor.authorResearcherID
dc.contributor.authorUniversity	American University of Beirut
dc.description.cited	Castelfranchi C., 2003, P 2 INT JOINT C AUT, P89; Derbas G, 2004, IEEE-ACS INTERNATIONAL CONFERENCE ON PERVASIVE SERVICES, PROCEEDINGS, P113; DEWAN P, 2004, 18 INT PAR DISTR PRO, P128, DOI 10.1109-IPDPS.2004.1303095; FALCONE R, 2002, P AUT AG 2002 WORKSH, P41; FALCONE R, 2003, LECT NOTES ARTIF INT, P8; Manchala D. W., 1998, Proceedings. 18th International Conference on Distributed Computing Systems (Cat. No.98CB36183), DOI 10.1109-ICDCS.1998.679731; Ramchurn S. D., 2003, P 6 INT WORKSH DEC F, P69; Ramchurn SD, 2004, APPL ARTIF INTELL, V18, P833, DOI 10.1080-0883951049050904509045; Rubiera J. C., 2001, Proceedings of the Fifth International Conference on Autonomous Agents, DOI 10.1145-375735.375815; Schlager Christian, 2008, 2008 3rd International Conference on Availability, Reliability and Security (ARES '08), DOI 10.1109-ARES.2008.23; SCHMIDT S, 2007, IEEE S COMP INT MULT, P374; Schmidt S, 2007, APPL SOFT COMPUT, V7, P492, DOI 10.1016-j.asoc.2006.11.002; SHUQIN Z, 2004, LECT NOTES COMPUTER, P211; SONG S, 2004, LECT NOTES COMPUTER, P9; Song SS, 2005, IEEE INTERNET COMPUT, V9, P24, DOI 10.1109-MIC.2005.136; Tajeddine Ayman, 2007, International Journal of Internet Technology and Secured Transactions, V1, DOI 10.1504-IJITST.2007.014837
dc.description.citedCount	12
dc.description.citedTotWOSCount	10
dc.description.citedWOSCount	7
dc.format.extentCount	11
dc.identifier.articleNo
dc.identifier.coden
dc.identifier.pubmedID
dc.identifier.scopusID	77957930387
dc.identifier.url
dc.publisher.address	PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS
dc.relation.ispartofConference
dc.relation.ispartofConferenceCode
dc.relation.ispartofConferenceDate
dc.relation.ispartofConferenceHosting
dc.relation.ispartofConferenceLoc
dc.relation.ispartofConferenceSponsor
dc.relation.ispartofConferenceTitle
dc.relation.ispartofFundingAgency
dc.relation.ispartOfISOAbbr	Appl. Soft. Comput.
dc.relation.ispartOfIssue	1
dc.relation.ispartOfPart
dc.relation.ispartofPubTitle	Applied Soft Computing Journal
dc.relation.ispartofPubTitleAbbr	Appl. Soft Comput. J.
dc.relation.ispartOfSpecialIssue
dc.relation.ispartOfSuppl
dc.relation.ispartOfVolume	11
dc.source.ID	WOS:000281591300036
dc.type.publication	Journal
dc.subject.otherAuthKeyword	Distributed systems
dc.subject.otherAuthKeyword	Fuzzy systems
dc.subject.otherAuthKeyword	Reputation
dc.subject.otherAuthKeyword	Trust
dc.subject.otherChemCAS
dc.subject.otherIndex	Comprehensive model
dc.subject.otherIndex	Decay factor
dc.subject.otherIndex	Direct experience
dc.subject.otherIndex	Distributed systems
dc.subject.otherIndex	Fuzzy version
dc.subject.otherIndex	Reputation
dc.subject.otherIndex	Reputation-based trust model
dc.subject.otherIndex	Trust
dc.subject.otherIndex	Fuzzy sets
dc.subject.otherKeywordPlus
dc.subject.otherWOS	Computer Science, Artificial Intelligence
dc.subject.otherWOS	Computer Science, Interdisciplinary Applications

Files in this item

Files	Size	Format	View
There are no files associated with this item.

This item appears in the following Collection(s)

Department of Electrical and Computer Engineering - Faculty Publications [801]

Show simple item record

Search AUB ScholarWorks

Browse

All of AUB ScholarWorks
This Collection
- By Issue Date
- Authors
- Titles
- Subjects

My Account

Copyright Statement

All materials included in the institutional repository are protected by copyright laws and are the property of their respective copyright holders. Materials may be used for non-commercial, educational, or research purposes only, and must be cited or attributed to the original source. Permission for any other use must be obtained from the copyright holder(s) directly. The American University of Beirut Libraries does not assume responsibility for any infringement of copyright laws that may occur as a result of the use of materials in the repository. If you believe that your copyright has been infringed upon in the repository, please contact the AUB Libraries immediately.

For further information, please contact us at scholarworks@aub.edu.lb