Privacy-aware data management in information networks

Michael Hay, Kun Liu, Gerome Miklau, Jian Pei, Evimaria Terzi
2011 Proceedings of the 2011 international conference on Management of data - SIGMOD '11  
The proliferation of information networks, as a means of sharing information, has raised privacy concerns for enterprises who manage such networks and for individual users that participate in such networks. For enterprises, the main challenge is to satisfy two competing goals: releasing network data for useful data analysis and also preserving the identities or sensitive relationships of the individuals participating in the network. Individual users, on the other hand, require personalized
more » ... ds that increase their awareness of the visibility of their private information. This tutorial provides a systematic survey of the problems and state-of-the-art methods related to both enterprise and personalized privacy in information networks. The tutorial discusses privacy threats, privacy attacks, and privacypreserving mechanisms tailored specifically to network data.
doi:10.1145/1989323.1989453 dblp:conf/sigmod/HayLMPT11 fatcat:64s2wamk2vh2dnmdrsu6yrkhuq