Privacy Related Links

Research Projects:

• Data Privacy, Latanya Sweeney,  cmu
• Privacy preserving data mining, Chris Clifton, Purdue
• Privacy and databases, stanford
• Security in outsourced databases, Sharad Mehrotra, UCI

Related Workshops:

• Privacy in statistical databases-- PSD2004
• NISS Affiliate Technology Day-Data Confidentiality
• NSF/NIJ symposium on intelligence and security informatics, 2003
• siam workshop on data mining for counter terrorism and security, 2003.
• CCS workshop on privacy in the electronic society, 2003
• ICDM workshop on privacy 2003
• ICDM workshop on privacy, security, and data mining, 2002

Policy:

• NISS
• ASA's privacy, confidentiality, and data security website
• Federal Committee on Statistical Methodology CDAC website
• US Census Bureau on Statistical Disclosure Control

Research Papers:

• Transforming data to satisfy privacy constraints. Bijay Iyengar, kdd 2002
• Revealing information while preserving privacy, Irit Dinur, Kobbi Nissim. PODS03
• Information sharing across private databases, Rakesh Agrawal, Alexandre Erfimierski, Ramakrishnan Srikant. SIGMOD 03. See also Agrawal's other privacy papers.
• Limiting Privacy Breaches in Privacy Preserving Data Mining. A. Evfimievski, J. Gehrke and R. Srikant, , PODS 03.
• k-anonymity: a model for protecting privacy. Latanya Sweeney. International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, 10 (5), 2002.

• Hippocratic Databases, R. Agrawal, J. Kiernan, R. Srikant and Y. Xu, VLDB 2002

• Protecting data privacy in private information retrieval schemes. Y. Gertner, Y. Ishai, E. Kushilevitz, Y. Malkin. STOC 98.

• On the value of private information. J. Kleinberg, C. H. Papadimitriou, P. Raghavan. TARK 01.

• The mathematics of privacy. George Cybenko. SIAM SDM03 keynote.

• Multiple imputation from Jerome Reiter

• Privacy preserving data mining links 1

• Privacy preserving data mining links 2

• Privacy preserving data mining links 3

• cryptology and mining

• Muralidhar's research on privacy and confidentiality
   

Database Application Testing Related Links

Projects

• AGENDA: a test generator for relational database applications. David Chays etc. Polytechnic Univ.

Research Papers:

• A family of test adequacy criteria for database-driven applications, Gregory M. Kapfhammer, Mary Lou Soffa, ESEC/FSE03
• A framework for testing database applications, D. Chays, S. Dan, P. Frankl, F. Vokolos, E. Weyuker. Symposium on Software Testing and Analysis, 2000.(ppt)
• Automating test data generation using constraint solving techniques  Amaud Gotlieb, Bemard Botella, Michel Rueher. Symposium on Software Testing and Analysis,1998.
• Generating consistent test data: restricting the search space by a generator formula, Andrea Neufeld, Guido Moerkotte, Peter Lockemann, VLDB journal 93.
• A survey/tutorial on model-based test generation.
• Applying white box testing to database application testing, Man-yee Chan, Shing-chi Cheung, HKUST report99
• An automatic data generating system for data base simulation and testing. Norman Lyons, Database 8(4),1977.

Tools and software

• DB-fill
• DataFactory
• DatGen