Privacy and Security Issues in Data Mining and Machine Learning International ECML PKDD Workshop PSDML 2010 Barcelona Spain September 24 2010 Revised Selected Papers 2011th Edition by Christos Dimitrakakis, Aris Gkoulalas Divanis, Aikaterini Mitrokotsa, Vassilios Verykios, Yücel Saygin 3642198953 9783642198953 by Isaac Cano, Vicenç Torra (auth.), Christos Dimitrakakis, Aris Gkoulalas-divanis, Aikaterini Mitrokotsa, Vassilios S. Verykios, Yücel Saygin (eds.) 9783642198953, 3642198953 instant download after payment.

Privacy and Security Issues in Data Mining and Machine Learning International ECML PKDD Workshop PSDML 2010 Barcelona Spain September 24 2010 Revised Selected Papers 2011th Edition by Christos Dimitrakakis, Aris Gkoulalas Divanis, Aikaterini Mitrokotsa, Vassilios Verykios, Yücel Saygin - Ebook PDF Instant Download/Delivery: 3642198953, 9783642198953

Full download Privacy and Security Issues in Data Mining and Machine Learning International ECML PKDD Workshop PSDML 2010 Barcelona Spain September 24 2010 Revised Selected Papers 2011th Edition after payment

Product details:

ISBN 10: 3642198953

ISBN 13: 9783642198953

Author: Christos Dimitrakakis, Aris Gkoulalas-Divanis, Aikaterini Mitrokotsa, Vassilios S. Verykios, Yücel Saygin

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.

Table of contents:

1. Edit Constraints on Microaggregation and Additive Noise

2. Preserving Privacy in Data Mining via Importance Weighting

3. Quadratic Error Minimization in a Distributed Environment with Privacy Preserving

4. Secure Top-k Subgroup Discovery

5. ASAP: Automatic Semantics-Aware Analysis of Network Payloads

6. Temporal Defenses for Robust Recommendations

7. SBAD: Sequence Based Attack Detection via Sequence Comparison

8. Classifier Evasion: Models and Open Problems

9. Large Margin Multiclass Gaussian Classification with Differential Privacy

10. Privacy Preserving Protocols for Eigenvector Computation

11. Content-Based Filtering in On-Line Social Networks

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Tags: Christos Dimitrakakis, Aris Gkoulalas Divanis, Privacy, Mining