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DMKD
2004
ACM
136views Data Mining» more  DMKD 2004»
15 years 5 months ago
Mining association rules with non-uniform privacy concerns
Privacy concerns have become an important issue in data mining. A popular way to preserve privacy is to randomize the dataset to be mined in a systematic way and mine the randomiz...
Yi Xia, Yirong Yang, Yun Chi
SDMW
2010
Springer
14 years 10 months ago
Joining Privately on Outsourced Data
In an outsourced database framework, clients place data management with specialized service providers. Of essential concern in such frameworks is data privacy. Potential clients ar...
Bogdan Carbunar, Radu Sion
ACSAC
2001
IEEE
15 years 3 months ago
DAIS: A Real-Time Data Attack Isolation System for Commercial Database Applications
Traditional database security mechanisms are very limited in defending successful data attacks. Authorized but malicious transactions can make a database useless by impairing its ...
Peng Liu
KDD
2004
ACM
159views Data Mining» more  KDD 2004»
15 years 5 months ago
Optimal randomization for privacy preserving data mining
Randomization is an economical and efficient approach for privacy preserving data mining (PPDM). In order to guarantee the performance of data mining and the protection of individ...
Michael Yu Zhu, Lei Liu
TDP
2010
140views more  TDP 2010»
14 years 6 months ago
Movement Data Anonymity through Generalization
In recent years, spatio-temporal and moving objects databases have gained considerable interest, due to the diffusion of mobile devices (e.g., mobile phones, RFID devices and GPS ...
Anna Monreale, Gennady L. Andrienko, Natalia V. An...