Skip to main content
SpringerLink
Log in
Book cover
  • Conference proceedings
  • © 2011

Privacy and Security Issues in Data Mining and Machine Learning

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

Editors:

  1. Christos Dimitrakakis

    1. Johann Wolfgang Goethe University, Frankfurt am Main, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Aris Gkoulalas-Divanis

    1. Information Analytics Lab, IBM Research – Zurich, Rüschlikon, Switzerland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Aikaterini Mitrokotsa

    1. Ecole Polytechnice Fédérale de Lausanne, I&C - ISC - LASEC, Bâtiment INF, Lausanne, Switzerland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Vassilios S. Verykios

    1. Department of Computer and Communication Engineering, University of Thessaly, Octovriou, Greece

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Yücel Saygin

    1. Faculty of Engineering and Natural Sciences, Sabanci University, Tuzla, Turkey

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Fast-track conference proceedings
  • State-of-the-art research
  • Up-to-date results

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

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): PSDML: International Workshop on Privacy and Security Issues in Data Mining and Machine Learning

Conference proceedings info: PSDML 2010.

Sections

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (11 papers)

  1. Front Matter

    PDF

  2. Edit Constraints on Microaggregation and Additive Noise

    • Isaac Cano, Vicenç Torra
    Pages 1-14

  5. Secure Top-k Subgroup Discovery

    • Henrik Grosskreutz, Benedikt Lemmen, Stefan Rüping
    Pages 36-49

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

    • Tammo Krueger, Nicole Krämer, Konrad Rieck
    Pages 50-63

  7. Temporal Defenses for Robust Recommendations

    • Neal Lathia, Stephen Hailes, Licia Capra
    Pages 64-77

  8. SBAD: Sequence Based Attack Detection via Sequence Comparison

    • Ching-Hao Mao, Hsing-Kuo Pao, Christos Faloutsos, Hahn-Ming Lee
    Pages 78-91

  9. Classifier Evasion: Models and Open Problems

    • Blaine Nelson, Benjamin I. P. Rubinstein, Ling Huang, Anthony D. Joseph, J. D. Tygar
    Pages 92-98

  11. Privacy Preserving Protocols for Eigenvector Computation

    • Manas Pathak, Bhiksha Raj
    Pages 113-126

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

    • Marco Vanetti, Elisabetta Binaghi, Barbara Carminati, Moreno Carullo, Elena Ferrari
    Pages 127-140

  13. Back Matter

    PDF
Back to top

Other Volumes

  1. Privacy and Security Issues in Data Mining and Machine Learning

Back to top

About this book

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.
Back to top

Keywords

Back to top

Editors and Affiliations

  • Johann Wolfgang Goethe University, Frankfurt am Main, Germany

    Christos Dimitrakakis

  • Information Analytics Lab, IBM Research – Zurich, Rüschlikon, Switzerland

    Aris Gkoulalas-Divanis

  • Ecole Polytechnice Fédérale de Lausanne, I&C - ISC - LASEC, Bâtiment INF, Lausanne, Switzerland

    Aikaterini Mitrokotsa

  • Department of Computer and Communication Engineering, University of Thessaly, Octovriou, Greece

    Vassilios S. Verykios

  • Faculty of Engineering and Natural Sciences, Sabanci University, Tuzla, Turkey

    Yücel Saygin

Back to top

Bibliographic Information

Back to top

Publish with us

Policies and ethics

Back to top
Access via your institution

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Search

Navigation