Privacy Preservation for Friend-Recommendation Applications

doi:10.1155/2018/1265352

	Privacy Preservation for Friend-Recommendation Applications
	Wang, Weicheng 1; Wang, Shengling 1; Hu, Jianhui 2
	2018
发表期刊	SECURITY AND COMMUNICATION NETWORKS
ISSN	1939-0114
页码	11
摘要	Friend-recommendation applications as one kind of typical social applications can satisfy the social contact needs of different users and become tools for developing a social relationship. However, the privacy leakage has turned into an insurmountable obstacle to the market success of such applications. Existing privacy protection approaches for social applications either introduce untrusted third parties or sacrifice information accuracy. As for friend-recommendation applications particularly, the multihop trust chain and anonymous message methods still have a defect that the hacker can act as a user to acquire information. In this paper, we put forward the privacy protection mechanism based on zero knowledge without any privacy leakage to the application server. In detail, the server knows nothing about the user's information, but can still provide users with accurate information on friend recommendation. We also analyze the potential attack methods and propose the corresponding solution. Our simulation results verify the effectivity and efficiency of our scheme.
DOI	10.1155/2018/1265352
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61472044] ; National Natural Science Foundation of China[61772080] ; National Natural Science Foundation of China[61472403] ; Natural Science Foundation of Beijing[4182062]
WOS研究方向	Computer Science ; Telecommunications
WOS类目	Computer Science, Information Systems ; Telecommunications
WOS记录号	WOS:000449190200001
出版者	WILEY-HINDAWI
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/3648
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wang, Shengling
作者单位	1.Beijing Normal Univ, Coll Informat Technol & Sci, Beijing, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Wang, Weicheng,Wang, Shengling,Hu, Jianhui. Privacy Preservation for Friend-Recommendation Applications[J]. SECURITY AND COMMUNICATION NETWORKS,2018:11.
APA	Wang, Weicheng,Wang, Shengling,&Hu, Jianhui.(2018).Privacy Preservation for Friend-Recommendation Applications.SECURITY AND COMMUNICATION NETWORKS,11.
MLA	Wang, Weicheng,et al."Privacy Preservation for Friend-Recommendation Applications".SECURITY AND COMMUNICATION NETWORKS (2018):11.