83 search results - page 4 / 17 » Fine-Grain Perturbation for Privacy Preserving Data Publishi... |
VLDB
2007
ACM
14 years 16 days ago
2007
ACM
Data publishing generates much concern over the protection of individual privacy. In the well-known kanonymity model and the related models such as l-diversity and (α, k)-anonymi...
SIGMOD
2010
ACM
13 years 6 months ago
2010
ACM
Most previous research on privacy-preserving data publishing, based on the k-anonymity model, has followed the simplistic approach of homogeneously giving the same generalized val...
SIGMOD
2008
ACM
14 years 6 months ago
2008
ACM
We identify proximity breach as a privacy threat specific to numerical sensitive attributes in anonymized data publication. Such breach occurs when an adversary concludes with hig...
ETRICS
2006
13 years 10 months ago
2006
Privacy-preserving decision tree mining is an important problem that has yet to be thoroughly understood. In fact, the privacypreserving decision tree mining method explored in the...
SAC
2006
ACM
14 years 11 days ago
2006
ACM
Randomization has been a primary tool to hide sensitive private information during privacy preserving data mining.The previous work based on spectral filtering, show the noise ma...