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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

  • Christos Dimitrakakis
  • Aris Gkoulalas-Divanis
  • Aikaterini Mitrokotsa
  • Vassilios S. Verykios
  • Yücel Saygin
Conference proceedings PSDML 2010

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6549)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6549)

Table of contents

  1. Front Matter
  2. Isaac Cano, Vicenç Torra
    Pages 1-14
  3. Henrik Grosskreutz, Benedikt Lemmen, Stefan Rüping
    Pages 36-49
  4. Tammo Krueger, Nicole Krämer, Konrad Rieck
    Pages 50-63
  5. Neal Lathia, Stephen Hailes, Licia Capra
    Pages 64-77
  6. Ching-Hao Mao, Hsing-Kuo Pao, Christos Faloutsos, Hahn-Ming Lee
    Pages 78-91
  7. Blaine Nelson, Benjamin I. P. Rubinstein, Ling Huang, Anthony D. Joseph, J. D. Tygar
    Pages 92-98
  8. Manas Pathak, Bhiksha Raj
    Pages 113-126
  9. Marco Vanetti, Elisabetta Binaghi, Barbara Carminati, Moreno Carullo, Elena Ferrari
    Pages 127-140
  10. Back Matter

About these proceedings

Introduction

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.

Keywords

anomality detection anonymity classifier systems differential privacy network attach detection privacy-preserving data mining recommender systems sensitive data protection social network privacy supervised learning

Editors and affiliations

  • Christos Dimitrakakis
    • 1
  • Aris Gkoulalas-Divanis
    • 2
  • Aikaterini Mitrokotsa
    • 3
  • Vassilios S. Verykios
    • 4
  • Yücel Saygin
    • 5
  1. 1.Johann Wolfgang Goethe UniversityFrankfurt am MainGermany
  2. 2.Information Analytics Lab, IBM Research – ZurichRüschlikonSwitzerland
  3. 3.Ecole Polytechnice Fédérale de Lausanne, I&C - ISC - LASEC, Bâtiment INFLausanneSwitzerland
  4. 4.Department of Computer and Communication EngineeringUniversity of ThessalyOctovriouGreece
  5. 5.Faculty of Engineering and Natural SciencesSabanci UniversityTuzlaTurkey

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-19896-0
  • Copyright Information Springer Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-19895-3
  • Online ISBN 978-3-642-19896-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site