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. Silver Level: Identification of Dyslexia and other . SpLD. School Commitment. Commitment to identification,. including. early identification. CPD . & Awareness of Dyslexia and other . SpLD. Pupil and Parent Voice. Unit 2: . Market Identification . MICRO: . Enhancing Competitiveness of Micro-enterprises in Rural Areas. Overview. . . How many slides? . 16 slides in total. How long to read and listen? . 30 minutes (not including exploring the links provided within slides). Potential Pitfalls and an Extended . E. xample. By Valerie A. Ramey. 1. Applied Microeconomics Point of View. Angrist. and . Pischke. (2010) – econometric revolution in applied micro. Macroeconomics is lagging behind on econometric revolution.. 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. Karen . A. . Newirth. . knewirth@innocenceproject.org. . 212-364-5349. How Did We Get Here?. People v. Caserta. , 19 N.Y.2d 18 (1966): Photo identifications cannot come in on the prosecution’s direct case because (1) the jury would reach a negative inference about the defendant’s criminal record; and (2) it was possible to distort pictures.. BENTHIC MACROINVERTEBRATE IDENTIFICATION TROUT UNLIMITED COLDWATER CONSERVATION CORPS THE CCC BMI PROCESS Select sampling site and specific locations. Obtain sample(s). Sort and identify critters to Order (Family, in a few cases). 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:. Methods . for . Learning . Disabilities: Is Cognitive Assessment Necessary?. Jack M. Fletcher, Ph.D.. Department of Psychology. University of Houston. jack.fletcher@times.uh.edu. . The . Texas Center for . Lone Star Tick. Brown Dog Tick. Harlequin Cabbage Bug. Brown . Marmorated. Stink Bug. Pest Identification Activity. Common Weevil. Brown . Marmorated. Stink Bug. Squash Bug. Moth. Pest Identification Activity. 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. BBT201. Ach . Importance . of . Bacteria identification . 1. Determining the clinical significance of bacteria and its particular pathogen.. 2. Determining the antimicrobial resistance of the bacteria..