PPT-The Promise of Differential Privacy

The Promise of Differential Privacy Cynthia Dwork Microsoft Research TexPoint fonts used in EMF Read the TexPoint manual before you delete this box A A A A A A A A On the Primacy of Definitions. . 2012 SHEEO Higher Education Policy Conference. Chicago, Illinois. Rob . Anderson. PROMISE Scholarship. Eligibility Requirements. 3.0 GPA in the core and overall coursework. 22 on the ACT (minimum of a 20 in each of the subject areas) or 1020 on . Elaine Shi. Lecture 3 . Differential Privacy. Some slides adapted from Adam . Smith. ’. s . lecture and other talk slides. Roadmap. Defining Differential Privacy. Techniques for Achieving DP. Output perturbation. Differentially Private Model Fitting Using Genetic Algorithms. Jun Zhang. , Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Marianne . Winslett. Differential Privacy. A database system with differential privacy. Aleksandar (. Sasho. ) . Nikolov. Rutgers University. The Streaming Model. Underlying . frequency vector. . A. = . A [1], …, A[. n. ] . start with . A[. i. ] = 0 . for all . i. . . We observe an . Or is it? . He (God) who promises is faithful . – Heb 10 v22. Sarah – a contradictory character. A Blessed Beauty. . A Faithful Follower. . An Impatient Meddler. . A Promise Pessimist. God’s Promises include: . Why Share Data?. Hospitals share data with researchers. Learn about disease causes, promising treatments, correlations between symptoms and outcomes. Merchants share data with advertisers/researchers/public. Approximate . Revenue Maximization. Ruihao. Zhu. . and . Kang G. Shin. Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor. 1. Outline . Background. Design Goal. 2, 2014. 1. Required Reading. A firm foundation for private data analysis. . Dwork. , C. Communications of the ACM, 54(1), 86-95. . 2011.. Privacy by the Numbers: A New Approach to Safeguarding Data. Erica . SUCCESS BEGINS TODAY. INTRODUCTION. The Long Beach College Promise extends the promise of a college education to every student in the Long Beach Unified School District.. MAKING. PROMISE. THE. AGENDA. 5. Lecturer:. . Moni. Naor. Desirable Properties from a sanitization mechanism. Composability. Applying the sanitization several time yields a . graceful degradation. . Will see: . t. . releases , each . the Limits of LP decoding. [. Dwork, McSherry, Talwar, STOC 2007. ]. TexPoint fonts used in EMF. . Read the TexPoint manual before you delete this box.: . A. A. A. A. A. A. A. A. Compressed Sensing:. (A Case Study). Based on joint works with: . Rachel Cummings, Justin Hsu, . Zhiyi. Huang, . Sampath. Kannan, Michael Kearns, . Mallesh. . Pai. , Jamie Morgenstern, Ryan Rogers, Tim . Roughgarden. Jon Ullman, and Steven Wu. La gamme de thé MORPHEE vise toute générations recherchant le sommeil paisible tant désiré et non procuré par tout types de médicaments. Essentiellement composé de feuille de morphine, ce thé vous assurera d’un rétablissement digne d’un voyage sur . Salil Vadhan. Harvard University. TexPoint fonts used in EMF. . Read the TexPoint manual before you delete this box.: . A. A. A. A. A. Thank you . Shafi. & Silvio. For.... inspiring . us with beautiful science.