Privacy and Security Issues in Data Mining and Machine Learning : International ECML/PKDD Workshop, PSDML 2010 Barcelona, Spain, September 24, 2010 Revised Selected Papers - Christos Dimitrakakis

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Privacy and Security Issues in Data Mining and Machine Learning

International ECML/PKDD Workshop, PSDML 2010 Barcelona, Spain, September 24, 2010 Revised Selected Papers

By: Christos Dimitrakakis (Editor), Aris Gkoulalas-Divanis (Editor), Aikaterini Mitrokotsa (Editor)

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Paperback | 17 March 2011

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152 Pages

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This book constitutes the refereed proceedings of the International ECML/PKDD Workshop on Privacy and Security Issues in Data Mining and Machine Learning, PSDML 2010, held in Barcelona, Spain, in September 2010. The 11 revised full papers presented were carefully reviewed and selected from 21 submissions. The papers range from data privacy to security applications, focusing on detecting malicious behavior in computer systems.

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You Can Find This Book In

Non-Fiction Computing & I.T.Databases Data Mining Computer Science Mathematical Theory of Computation Artificial Intelligence Information Technology General Issue Ethical & Social Aspects of IT Computer Hardware Maintenance & Repairs Computer Security

Data Encryption Business & Management Business Mathematics & Systems Human-Computer Interaction Information Architecture

Edit Constraints on Microaggregation and Additive Noise	p. 1
Preserving Privacy in Data Mining via Importance Weighting	p. 15
Quadratic Error Minimization in a Distributed Environment with Privacy Preserving	p. 22
Secure Top-k Subgroup Discovery	p. 36
ASAP: Automatic Semantics-Aware Analysis of Network Payloads	p. 50
Temporal Defenses for Robust Recommendations	p. 64
SBAD: Sequence Based Attack Detection via Sequence Comparison	p. 78
Classifier Evasion: Models and Open Problems	p. 92
Large Margin Multiclass Gaussian Classification with Differential Privacy	p. 99
Privacy Preserving Protocols for Eigenvector Computation	p. 113
Content-Based Filtering in On-Line Social Networks	p. 127
Author Index	p. 141
Table of Contents provided by Ingram. All Rights Reserved.

Privacy and Security Issues in Data Mining and Machine Learning

International ECML/PKDD Workshop, PSDML 2010 Barcelona, Spain, September 24, 2010 Revised Selected Papers

At a Glance

Paperback

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How to return your order

Defective items

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