A Fine-Grained Face Privacy Protection Scheme in Social Networks

doi:10.3969/j.issn.1671-1122.2017.08.004

Abstract

Abstract:

In social networks, the large scale of users, the interaction of mass information and the diversity of services lead to a large amount of shared data, which mainlyformed by images. The coarse-grained access control scheme for sensitive facial information of images makes the shared data spread widely in existing social networks and also causes severe problems in revealing facial sensitive information, and even leads to vicious incidents. By establishing fine-grained relationships among publishers, visitors and accessing resources, subdividing access control cell into facial patches. Proposed a scheme for fine-grained protection offacial sensitive information of images, combining the AES encryption with the attribute-based encryption and the mixing distributed face recognition.A fine-grained facial sensitive information protection scheme is proposed. The scheme realizes the fine-grain and dynamic access control strategy which can ensure the sensitive facial information only be revealed to special visitors while images sharing, achieves the security of facial sensitive information while sharing and accessing.

Key words: social network, privacy preserving, access control, face identification

CLC Number:

TP309.2

Guojun MA, Kai LI, Qingqi PEI, Yang ZHAN. A Fine-Grained Face Privacy Protection Scheme in Social Networks[J]. Netinfo Security, 2017, 17(8): 26-32.

Figures/Tables 5

References 13

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