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Privacy, Security, and Trust in KDD

Second ACM SIGKDD International Workshop, PinKDD 2008, Las Vegas, Nevada, August 24, 2008, Revised Selected Papers

  • Conference proceedings
  • © 2009

Overview

Editors:
  1. Francesco Bonchi

    1. Yahoo! Research Barcelona, Barcelona, Spain

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  2. Elena Ferrari

    1. Department of Computer Science and Communication, University of Insubria, Varese, Italy

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  3. Wei Jiang

    1. 311 Computer Science Building, 500W. 15th St., Rolla, USA

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  4. Bradley Malin

    1. Department of Biomedical Informatics, Vanderbilt University, nashville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5456)

Part of the book sub series: Security and Cryptology (LNSC)

Included in the following conference series:

Conference proceedings info: PInKDD 2008.

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Table of contents (8 papers)

  1. Front Matter

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  2. Invited Paper

    1. Data Mining for Security Applications and Its Privacy Implications

      • Bhavani Thuraisingham
      Pages 1-6

    2. Geocode Matching and Privacy Preservation

      • Peter Christen
      Pages 7-24

    3. Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project

      • Fosca Giannotti, Dino Pedreschi, Franco Turini
      Pages 25-32

  3. Contributed Papers

    1. Data and Structural k-Anonymity in Social Networks

      • Alina Campan, Traian Marius Truta
      Pages 33-54

    2. Composing Miners to Develop an Intrusion Detection Solution

      • Marcello Castellano, Giuseppe Mastronardi, Luca Pisciotta, Gianfranco Tarricone
      Pages 55-73

    3. Malicious Code Detection Using Active Learning

      • Robert Moskovitch, Nir Nissim, Yuval Elovici
      Pages 74-91

    4. Maximizing Privacy under Data Distortion Constraints in Noise Perturbation Methods

      • Yaron Rachlin, Katharina Probst, Rayid Ghani
      Pages 92-110

    5. Strategies for Effective Shilling Attacks against Recommender Systems

      • Sanjog Ray, Ambuj Mahanti
      Pages 111-125

  4. Back Matter

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Other volumes

  1. Privacy, Security, and Trust in KDD

Keywords

About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the Second International Workshop on Privacy, Security, and Trust in KDD, PinKDD 2008, held in Las Vegas, NV, USA, in March 2008 in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008. The 5 revised full papers presented together with 1 invited keynote lecture and 2 invited panel sessions were carefully reviewed and selected from numerous submissions. The papers are extended versions of the workshop presentations and incorporate reviewers' comments and discussions at the workshop and represent the diversity of data mining research issues in privacy, security, and trust as well as current work on privacy issues in geographic data mining.

Editors and Affiliations

  • Yahoo! Research Barcelona, Barcelona, Spain

    Francesco Bonchi

  • Department of Computer Science and Communication, University of Insubria, Varese, Italy

    Elena Ferrari

  • 311 Computer Science Building, 500W. 15th St., Rolla, USA

    Wei Jiang

  • Department of Biomedical Informatics, Vanderbilt University, nashville, USA

    Bradley Malin

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