tutorial-pkdd06

Randomization based Privacy Preserving Data MiningXintao WuDepartment of Computer ScienceUniversity of North Carolina at CharlotteECML/PKDD06, BerlinPrivacy Case• Nydia Velázquez (1982)Three weeks after Nydia Velázquez won the New York Democratic Party's nomination to serve in the U.S. House of Representatives, somebody at St. Claire Hospital in New York faxed Velázquez's medical records to the New York Post. The records detailed the care that Velázquez had received at the hospital after a suicide attempt--an attempt that had happened several years before the election. Database Nation: The Death of Privacy in the 21st Century, SimsonGarfinkel, Jan 2000, 1-56592-653-6ECML/PKDD06 Tutorial 2•1Source: http://www.privacyinternational.org/issues/foia/foia-laws.jpgECML/PKDD06 Tutorial 3Source: http://www.privacyinternational.org/survey/dpmap.jpgECML/PKDD06 Tutorial 4•2uuuuuuNational Laws• USA n HIPAA for health carePassed August 21, 96lowest bar and the States are welcome to enact more stringent ruless California State Bill 1386n Grann-Leach-Bliley Act of 1999 for financial institutionsn COPPA for childern’s online privacyn etc.• Canadan PIPEDA 2000Personal Information Protection and Electronic Documents ActEffective from Jan 2004• European Union (Directive 94/46/EC)n Passed by European Parliament Oct ...