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Slide 1 PDM Workshop April 8, 2006 Deriving Private Information from Perturbed Data Using IQR-based Approach Songtao Guo UNC Charlotte Xintao Wu UNC Charlotte Yingjiu Li…

Slide 1 Privacy-PreservingEigentaste-based Collaborative Filtering Ibrahim Yakut and Huseyin Polat {iyakut,polath}@anadolu.edu.tr Department of Computer Engineering Anadolu…

Slide 1 Clustering (Part II) 10/07/09 Slide 2 Outline Affinity propagation Quality evaluation Slide 3 Affinity propagation: main idea Data points can be exemplar (cluster…

Slide 1 PMSB 2006, Tuusula (Finland) A. Bertoni, G.Valentini, DSI - Univ. Milano 1 Alberto Bertoni, Giorgio Valentini {bertoni,valentini}@dsi.unimi.it http://homes.dsi.unimi.it/…

Slide 1 Privacy Preservation for Data Streams Feifei Li, Boston University Joint work with: Jimeng Sun (CMU), Spiros Papadimitriou, George A. Mihaila and Ioana Stanoi (IBM…

On the Use of Spectral Filtering for Privacy Preserving Data Mining Songtao Guo UNC Charlotte Xintao Wu UNC Charlotte Source: http://www.privacyinternational.org/issues/foia/foia-laws.jpg…

National Center for Health Statistics Record Linkage Program Christine S. Cox, Chief, Special Projects Branch (SPB) Office of Analysis & Epidemiology (OAE) NCHS Data…

Joint UNECE / Eurostat meeting on Population and Housing Censuses 7-9 July 2010, Geneva Disseminating Census information to maximise use and value Keith Dugmore Demographic…

PRIVACY CRITERIA Roadmap Privacy in Data mining Mobile privacy (k-e) – anonymity (c-k) – safety Privacy skyline Privacy in data mining Random Perturbation (quantitative…