towards a reliable spam-proof tagging system

	towards a reliable spam-proof tagging system
	Zhai Ennan; Ding Liping; Qing Sihan
	2011
会议名称	2011 5th International Conference on Secure Software Integration and Reliability Improvement, SSIRI 2011
会议录名称	Proceedings - 2011 5th International Conference on Secure Software Integration and Reliability Improvement, SSIRI 2011
页码	174-181
会议日期	27-Jun-02
会议地点	Jeju Island, Korea, Republic of
收录类别	EI
出版地	United States
ISBN	9780769544533
部门归属	(1) Institute of Software, Chinese Academy of Sciences, China; (2) School of Software and Microelectronics, Peking University, China
摘要	Tagging systems are particularly vulnerable to tag spam. Although some previous efforts aim to address this problem with detection-based or demotion-based approaches tricky attacks launched by attackers who can exploit vulnerabilities of spam-resistant mechanisms are still able to invalidate those efforts. Therefore it is challenging to resist tricky spam attacks in tagging systems. This paper proposes a novel spam-proof tagging system which can provide high-quality tag search results even under tricky attacks based on four key insights demotion-based strategy reputation altruistic users and social networking. Specifically our system upgrades/degrades the ranks of correct/incorrect content items in search results through introducing personalized user's reliability degrees and responsible users thus avoiding clients pick unwanted content. Experimental results illustrated our system could effectively defend against tricky tag spam attacks and work better than current prevalent tag search models. © 2011 IEEE.
关键词	Internet Reliability Social Networking (Online) Supervisory Personnel Thesauri
主办者	Korea Software Engineering Society
内容类型	会议论文
URI标识	http://ir.iscas.ac.cn/handle/311060/14211
专题	基础软件国家工程研究中心
推荐引用方式 GB/T 7714	Zhai Ennan,Ding Liping,Qing Sihan. towards a reliable spam-proof tagging system[C]. United States,2011:174-181.

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