计算机应用 ›› 2011, Vol. 31 ›› Issue (07): 1887-1890.DOI: 10.3724/SP.J.1087.2011.01887

• 信息安全 • 上一篇    下一篇

基于用户行为的加权信任计算方法

刘绮虹,武小年,杨丽   

  1. 桂林电子科技大学 信息与通信学院,广西 桂林 541004
  • 收稿日期:2010-12-28 修回日期:2011-01-31 发布日期:2011-07-01 出版日期:2011-07-01
  • 通讯作者: 刘绮虹
  • 作者简介:刘绮虹(1986-),女,广西北海人,硕士研究生,主要研究方向:信息安全;武小年(1972-), 男, 湖北监利人,副教授, 主要研究方向:信息安全、分布式计算;杨丽(1986-),女,广西南宁人,硕士研究生,主要研究方向:信息安全。
  • 基金资助:

    广西教育厅基金资助项目;广西研究生教育创新计划项目;桂林电子科技大学博士启动基金资助项目

Weighted trust computation method based on behaviors of users

Qi-hong LIU,Xiao-nian WU,Li YANG   

  1. School of Information and Communication, Guilin University of Electronic Technology, Guilin Guangxi 541004,China
  • Received:2010-12-28 Revised:2011-01-31 Online:2011-07-01 Published:2011-07-01
  • Contact: Qi-hong LIU

摘要: 在信任计算中,推荐信任具有极强的主观性,存在欺骗、诋毁等攻击行为,这些将掩盖被推荐用户行为的真实性,威胁系统安全。针对该问题,提出一种基于用户行为的加权信任计算方法,使用时间衰减标识反馈信息的时间属性,通过直接信任和推荐信任加权计算用户信任度;同时采用反馈可信度评估第三方推荐信任的真实性。仿真实验表明该方法具有较好的动态适应性,能够有效平衡恶意推荐,准确反映用户的行为变化,并计算用户行为的可信性,为系统安全决策提供可靠支持。

关键词: 直接信任, 推荐信任, 时间衰减, 反馈可信度

Abstract: In trust computing, recommendation trust has very strong subjectivity and some aggressive behaviors like deception and slander. Those factors will conceal the authenticity of behaviors of user who is recommended and threat the system security. To address the problem, this paper proposed a weighted trust computing method based on user’s behaviors. The time attribute of feedback information was identified by using time attenuation. And the trustworthiness of users was computed based on directness trust and recommendation trust with different weights. Also, this paper introduced Feedback credibility to evaluate the authenticity of recommendation trust. Simulation experiments show that this method has better adaptability to the dynamics of trust. It can reduce effectively the impact of malicious recommended trust, and compute accurately the trust of users according to user’s behaviors, which provide reliable information to correctly make security decision for the system.

Key words: directness trust, recommendation trust, time attenuation, feedback credibility

中图分类号: