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» Data mining with differential privacy
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ICMCS
2007
IEEE
138views Multimedia» more  ICMCS 2007»
16 years 11 days ago
Differentiated Service Protection of Multimedia Transmission via Detection of Traffic Anomalies
Multimedia transmission over the Internet has its quality of service (QoS) requirement. However, Denial-of-Service (DoS) attacks launch large volumes of traffic and consume networ...
Hongli Luo, Mei-Ling Shyu
BMCBI
2008
158views more  BMCBI 2008»
15 years 6 months ago
Analyzing M-CSF dependent monocyte/macrophage differentiation: Expression modes and meta-modes derived from an independent compo
Background: The analysis of high-throughput gene expression data sets derived from microarray experiments still is a field of extensive investigation. Although new approaches and ...
Dominik Lutter, Peter Ugocsai, Margot Grandl, Evel...
PVLDB
2010
95views more  PVLDB 2010»
15 years 4 months ago
Small Domain Randomization: Same Privacy, More Utility
Random perturbation is a promising technique for privacy preserving data mining. It retains an original sensitive value with a certain probability and replaces it with a random va...
Rhonda Chaytor, Ke Wang
FSKD
2008
Springer
136views Fuzzy Logic» more  FSKD 2008»
15 years 7 months ago
k-Anonymity via Clustering Domain Knowledge for Privacy Preservation
Preservation of privacy in micro-data release is a challenging task in data mining. The k-anonymity method has attracted much attention of researchers. Quasiidentifier is a key co...
Taiyong Li, Changjie Tang, Jiang Wu, Qian Luo, She...
SDM
2009
SIAM
149views Data Mining» more  SDM 2009»
16 years 3 months ago
Speeding Up Secure Computations via Embedded Caching.
Most existing work on Privacy-Preserving Data Mining (PPDM) focus on enabling conventional data mining algorithms with the ability to run in a secure manner in a multi-party setti...
K. Zhai, W. K. Ng, A. R. Herianto, S. Han