社会网络数据发布中的隐私保护研究进展

Research Progress on Privacy Preserving Publishing of Social Network Data

伴随Web2.0技术的发展和应用,许多社会网站被创建,使得关于个人的社会网络信息大量被收集和发布.为了保证个人隐私的安全,在进行社会网络数据发布的同时要进行隐私保护.社会网络数据发布的隐私保护是近年来新兴的研究课题,国外的学者已经提出了一些研究成果,但国内的研究尚处于起步阶段.文中对社会网络数据发布的隐私保护研究成果进行了总结,介绍了社会网络中存在的隐私信息类型和隐私攻击类型,重点阐述了隐私保护模型和技术,指出了社会网络数据发布中隐私保护存在的待解决的问题和面临的挑战.

Following the Web2.0 technology development and the application,many social websites are founded,it cause about individual social network information to collect massively and publish.In order to guarantee individual privacy security,it is necessary to carry on the privacy protection while publishing the social network data.The privacy preserving publishing of social network data is emerging research topic in the recent years,the overseas scholar already proposed some research results,but the domestic research still was at the start stage.In the article the privacy protection research results has summed up,introduced the privacy information type and the privacy attack type existing in the social network,elaborated the privacy protection model and the technology and pointed out the existing unresolved questions and the facing challenges.