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» Anonymous Publication of Sensitive Transactional Data
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TKDE
2011
472views more  TKDE 2011»
12 years 11 months ago
Anonymous Publication of Sensitive Transactional Data
Abstract—Existing research on privacy-preserving data publishing focuses on relational data: in this context, the objective is to enforce privacy-preserving paradigms, such as k-...
Gabriel Ghinita, Panos Kalnis, Yufei Tao
SDM
2009
SIAM
331views Data Mining» more  SDM 2009»
14 years 2 months ago
Privacy Preservation in Social Networks with Sensitive Edge Weights.
With the development of emerging social networks, such as Facebook and MySpace, security and privacy threats arising from social network analysis bring a risk of disclosure of con...
Jie Wang, Jinze Liu, Jun Zhang, Lian Liu
KDD
2008
ACM
162views Data Mining» more  KDD 2008»
14 years 5 months ago
Anonymizing transaction databases for publication
Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Philip S. Yu
SIGMOD
2009
ACM
228views Database» more  SIGMOD 2009»
14 years 5 months ago
Interactive anonymization of sensitive data
There has been much recent work on algorithms for limiting disclosure in data publishing. However, these algorithms have not been put to use in any comprehensive, usable toolkit f...
Xiaokui Xiao, Guozhang Wang, Johannes Gehrke
NDSS
2007
IEEE
13 years 11 months ago
Playing Devil's Advocate: Inferring Sensitive Information from Anonymized Network Traces
Encouraging the release of network data is central to promoting sound network research practices, though the publication of this data can leak sensitive information about the publ...
Scott E. Coull, Charles V. Wright, Fabian Monrose,...