“…The existing researches on mobile social network privacy protection concentrate mainly on privacy preserving data publishing, data mining and access control [Cheng, Park and Shu (2016); Kokciyan and Yolum (2016); Kumar and Kumar (2017); Schlegel, Chow, Huang et al (2017); Soliman, Bahri and Girdzijauskas (2016); Sun, Yu, Kong et al (2014); Such and Criado (2016); Tai, Yu, Yang et al (2011); Thapa, Liao, Li et al (2016); Wang, Srivatsa and Liu (2012); Zou, Chen and Ozsu (2009)], in which anonymization is the main privacy preserving technology for social network data release, so that the data released can meet the need of data analysis while user privacy is not compromised; and social network access control techniques mainly focuse on designing social network access control model to solve the problem of social network data access authorization [Adam, Atluri, Bertino et al (2002); Carminati, Ferrari and Perego (2006); Cirio, Cruz and Tamassia (2007); Jayaraman, Rinard and Tripunitara (2011); Li, Tang and Mao (2009); Ma, Tao, Zhong et al (2016) ; Yuan and Tong (2005)]. However, there is relatively less research work on personalized privacy protection of social network data, so that it increases the risk of privacy disclosure and the complexity of user privacy settings.…”