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» Limiting privacy breaches in privacy preserving data mining
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WEBI
2009
Springer
15 years 6 months ago
Data Mining for Malicious Code Detection and Security Applications
: Data mining is the process of posing queries and extracting patterns, often previously unknown from large quantities of data using pattern matching or other reasoning techniques....
Bhavani M. Thuraisingham
242
Voted
ICDE
2008
IEEE
498views Database» more  ICDE 2008»
16 years 11 months ago
Injector: Mining Background Knowledge for Data Anonymization
Existing work on privacy-preserving data publishing cannot satisfactorily prevent an adversary with background knowledge from learning important sensitive information. The main cha...
Tiancheng Li, Ninghui Li
PVLDB
2008
101views more  PVLDB 2008»
14 years 11 months ago
Output perturbation with query relaxation
Given a dataset containing sensitive personal information, a statistical database answers aggregate queries in a manner that preserves individual privacy. We consider the problem ...
Xiaokui Xiao, Yufei Tao
JCM
2007
101views more  JCM 2007»
14 years 11 months ago
Security and Privacy Risks of Embedded RFID in Everyday Things: the e-Passport and Beyond
Abstract— New applications for Radio Frequency Identification (RFID) technology include embedding transponders in everyday things used by individuals, such as library books, pay...
Marci Meingast, Jennifer King, Deirdre K. Mulligan
ESORICS
2009
Springer
16 years 8 days ago
Keep a Few: Outsourcing Data While Maintaining Confidentiality
We put forward a novel paradigm for preserving privacy in data outsourcing which departs from encryption. The basic idea behind our proposal is to involve the owner in storing a li...
Valentina Ciriani, Sabrina De Capitani di Vimercat...