Building a reputation-based bootstrapping mechanism for newcomers in collaborative alert systems
作者：
Highlights：
• Novel reputation management system facing cold-start and bootstrapping problems.
• Reputation bootstrapping model aimed at assigning an initial reputation to newcomers.
• Trust model applied to collaborative networks aimed at detecting distributed threats.
• Addressing bootstrapping of mobile IDSs in highly distributed environments.
• Experiments confirm better accuracy and resilience in the presence of malicious IDSs.
摘要
•Novel reputation management system facing cold-start and bootstrapping problems.•Reputation bootstrapping model aimed at assigning an initial reputation to newcomers.•Trust model applied to collaborative networks aimed at detecting distributed threats.•Addressing bootstrapping of mobile IDSs in highly distributed environments.•Experiments confirm better accuracy and resilience in the presence of malicious IDSs.
论文关键词：Reputation bootstrapping,Cold-start problem,Trust model,Collaborative detection networks,Distributed alert systems
论文评审过程：Received 30 November 2012, Revised 30 April 2013, Accepted 14 June 2013, Available online 4 July 2013.
论文官网地址：https://doi.org/10.1016/j.jcss.2013.06.012
