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ECAI
2004
Springer

Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining

13 years 9 months ago
Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining
Spontaneous formation of peer-to-peer agent-based data mining systems seems a plausible scenario in years to come. However, the emergence of peer-to-peer environments further exacerbates privacy and security concerns that arise when performing data mining tasks. We analyze potential threats to data privacy in a peer-topeer agent-based distributed data mining scenario, and discuss inference attacks which could compromise data privacy in a peer-to-peer distributed clustering scheme known as KDEC.
Josenildo Costa da Silva, Matthias Klusch, Stefano
Added 01 Jul 2010
Updated 01 Jul 2010
Type Conference
Year 2004
Where ECAI
Authors Josenildo Costa da Silva, Matthias Klusch, Stefano Lodi, Gianluca Moro
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