Fuzzy techniques for trust and reputation management in anonymous peer-to-peer systems

被引:64
|
作者
Aringhieri, R [1 ]
Damiani, E
Di Vimercati, SD
Paraboschi, S
Samarati, P
机构
[1] Univ Milan, Dipartimento Tecnol Informaz, I-26013 Crema, CR, Italy
[2] Univ Bergamo, Dipartimento Gest & Informaz, Bergamo, Italy
关键词
D O I
10.1002/asi.20307
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Peer-to-peer (P2P) applications are rapidly gaining acceptance among users of Internet-based services, especially because of their capability of exchanging resources while preserving the anonymity of both requesters and providers. However, concerns have been raised about the possibility that malicious users can exploit the network to spread tampered-with resources (e.g., malicious programs and viruses). A considerable amount of research has thus focused on the development of trust and reputation models in P2P networks. In this article, we propose to use fuzzy techniques in the design of reputation systems based on collecting and aggregating peers' opinions. Fuzzy techniques are used in the evaluation and synthesis of all the opinions expressed by peers. The behavior of the proposed system is described by comparison with probabilistic approaches.
引用
收藏
页码:528 / 537
页数:10
相关论文
共 50 条
  • [1] Management in peer-to-peer systems: Trust, reputation and security
    Boutaba, R
    Marshall, A
    [J]. COMPUTER NETWORKS, 2006, 50 (04) : 469 - 471
  • [2] Reputation and Trust Management Models in Peer-to-Peer
    Raju, Hima S.
    Salim, Soja
    [J]. 2016 INTERNATIONAL CONFERENCE ON RESEARCH ADVANCES IN INTEGRATED NAVIGATION SYSTEMS (RAINS), 2016,
  • [3] A reputation-based trust management in peer-to-peer network systems
    Stakhanova, N
    Ferrero, S
    Wong, J
    Cai, Y
    [J]. PARALLEL AND DISTRIBUTED COMPUTING SYSTEMS, 2004, : 510 - 515
  • [4] Managing trust in peer-to-peer systems using reputation-based techniques
    Ooi, BC
    Liau, CY
    Tan, KL
    [J]. ADVANCES IN WEB-AGE INFORMATION MANAGEMENT, PROCEEDINGS, 2003, 2762 : 2 - 12
  • [5] Reputation and trust management in heterogeneous peer-to-peer networks
    Xiaowen Chu
    Xiaowei Chen
    Kaiyong Zhao
    Jiangchuan Liu
    [J]. Telecommunication Systems, 2010, 44 : 191 - 203
  • [6] Reputation and trust management in heterogeneous peer-to-peer networks
    Chu, Xiaowen
    Chen, Xiaowei
    Zhao, Kaiyong
    Liu, Jiangchuan
    [J]. TELECOMMUNICATION SYSTEMS, 2010, 44 (3-4) : 191 - 203
  • [7] Expanding trust beyond reputation in peer-to-peer systems
    Bearly, T
    Kumar, V
    [J]. 15TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2004, : 966 - 970
  • [8] Fuzzy Trust for Peer-to-Peer Based Systems
    Azzedin, Farag
    Ridha, Ahmad
    Rizvi, Ali
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 21, 2007, 21 : 123 - +
  • [9] Practical trust management without reputation in peer-to-peer games
    Wierzbicki, Adam
    Kaszuba, Tomasz
    [J]. MULTIAGENT AND GRID SYSTEMS, 2007, 3 (04) : 411 - 428
  • [10] Hierarchical Fuzzy Trust management for Peer-To-Peer Network
    Lin, Huaiqing
    Wu, Xuezhi
    Lin, Haitao
    [J]. 2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL IV, 2009, : 377 - 380