TY - GEN
T1 - User self-controllable profile matching for privacy-preserving mobile social networks
AU - He, Danyang
AU - Cao, Zhenfu
AU - Dong, Xiaolei
AU - Shen, Jiachen
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/1/27
Y1 - 2014/1/27
N2 - Personal profiles usually contain sensitive information of people, while the emerging requirement of profile matching in mobile social networks may occasionally leak the sensitive information and hence violate people' privacy. In this paper we propose a user self-controllable profile matching protocol in privacy-preserving mobile social networks. By using our protocol, users can customize the matching metrics to involve their own matching preference and to make the matching results more precise. In addition, detailed security analysis demonstrates that our protocol can protect the privacy of both users' profile item names and profile item values during the matching process. Moreover, extensive performance evaluation are conducted to illustrate that our protocol is more efficient than a relevant protocol in terms of computation and communication overhead, especially when the maximum value of profile item is large.
AB - Personal profiles usually contain sensitive information of people, while the emerging requirement of profile matching in mobile social networks may occasionally leak the sensitive information and hence violate people' privacy. In this paper we propose a user self-controllable profile matching protocol in privacy-preserving mobile social networks. By using our protocol, users can customize the matching metrics to involve their own matching preference and to make the matching results more precise. In addition, detailed security analysis demonstrates that our protocol can protect the privacy of both users' profile item names and profile item values during the matching process. Moreover, extensive performance evaluation are conducted to illustrate that our protocol is more efficient than a relevant protocol in terms of computation and communication overhead, especially when the maximum value of profile item is large.
KW - Mobile social networks
KW - Privacy-preserving
KW - Profile matching
KW - User self-controllable
UR - https://www.scopus.com/pages/publications/84988286457
U2 - 10.1109/ICCS.2014.7024803
DO - 10.1109/ICCS.2014.7024803
M3 - 会议稿件
AN - SCOPUS:84988286457
T3 - 2014 IEEE International Conference on Communication Systems, IEEE ICCS 2014
SP - 248
EP - 252
BT - 2014 IEEE International Conference on Communication Systems, IEEE ICCS 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 IEEE International Conference on Communication Systems, IEEE ICCS 2014
Y2 - 19 November 2014 through 21 November 2014
ER -