PPT-Anonymization and Re-Identification

Vitaly Shmatikov Tastes and Purchases Social Networks Health Care and Genetics Web and Mobile Tracking OnlineOffline Aggregators Solution Anonymity The critical distinction between the use of personal information for advertisements in personallyidentifiable form and the use dissemination or . No two persons have exactly the same arrangement of ridge te ns an d th e te s f ny e in iv ua l re ma n ed hr ut if e Fi ge ri ts ff er an in ll bl e means of personal identification Other personal characteristics may change but fingerprints do no Vitaly Shmatikov. Tastes and Purchases. slide . 2. Social Networks. slide . 3. Health Care and Genetics. slide . 4. Web Tracking. slide . 5. Solution: Anonymity!. “… breakthrough technology that uses social graph data to dramatically improve online marketing … . By: . Archelle. Jane C. . Callejo. , PTRP, MSPH. OBJECTIVES. To define a research problem. To present the different steps to problem identification & clarification. To choose a research problem. Policy and Guidelines. Chief James McLaughlin, Jr. (Ret). Texas Police Chiefs Association. Phillip Lyons, Jr., J.D., Ph.D.. Sam Houston State University. June 5,2012. The Innocence Project reports out of 254 DNA exonerations 75% were misidentified by eye witness. . Southwest Region. Deborah . Meyer & Robert Price. California Department of Food & Agriculture. Purpose. Review morphological characters that are useful for identification of thistle and knapweed fruits.. SECURITY. MCH is committed to maintaining a safe,. healthful, and efficient working . environment where patients, visitors, and employees are free from the threat of workplace violence.. VIOLENCE-FREE WORKPLACE. Personal naming and . identification processes . are culturally constructed and therefore culturally specific. . To understand some of the problems which Indigenous Australians may have with Anglo-Australian naming & identification processes you need to understand how they have . Overview. Issues involved in maintaining IT assets. Organization mission and IT assets. Characterizing assets based on their alignment to the organization’s mission. Asset management issues including lifecycle and ownership . Steps and Indicators. Steps in Project Identification . (WaSH/WIn Process). Gather Data. Analyze and Interpret . Identify and Prioritize Needs. Collate and Validate. Conduct a Feasibility Study. Identify Projects to Overcome Needs. In addition to verbal reports. Order of identification. The ones most easily identified from a distance. Order of risk. The least amount of risk to the most amount of risk to the responder. Identification. x0000x0000Software Identity Discussion and GuidanceTable of Contents1 Executive Summary2 Global Software Component Identification21 Name Namespace Identification3 Need for Component Identification31 P George Danezis (. g.danezis@ucl.ac.uk. ). With help from:. Luca . Melis (. luca.melis.14@ucl.ac.uk. ). Steve . Dodier-Lazaro (. s.dodier-lazaro.12@ucl.ac.uk. ). Why anonymize data?. Raw data – use cases:. taxonomic unit is the species, and cases, species are rigorously defined on the basis of individuals' capacity for interbreeding and geographical identification of unknown cultures is a practical ap of sequences and its Application to Mobility Data Mining. Ruggero. . Pensa. , . Anna . Monreale. , Fabio . Pinelli. and Dino . Pedreschi. PILBA’0. 8 - . Workshop. , Oct . 9, 200. 8. , Malaga. Knowledge Discovery and Delivery Lab.