Privacy, Security, and Trust in KDD

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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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.

• access control
• anonymization
• classification
• data analysis
• data mining
• fraud detection
• geocoding
• graph data
• identification
• intelligence informatics
• knowledge discovery
• modeling
• national security
• network security
• privacy

• 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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