PPT-Differential Privacy in the Streaming World

Author : faustina-dinatale | Published Date : 2016-07-21

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

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Differential Privacy in the Streaming World: Transcript

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 . Differential Privacy. 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 . December . 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 . Yotam. . Aron. Table of Contents. Introduction. Differential Privacy for Linked Data. SPIM implementation. Evaluation. Contributions. Theory: how to apply differential privacy to linked data.. Implementation: privacy module for SPARQL queries.. Differential Privacy. Eric Shou. Stat/CSE 598B. What is Game Theory?. Game theory. is a branch of applied mathematics that is often used in the context of . economics.. S. tudies . strategic interactions between agents. . 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. 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. Pre-Modern Cryptography. Propose. Break. Modern Cryptography. the G. ap Between . C. omputer . S. cience. and . L. egal Approaches . to P. rivacy. Second Census-MIT Big Data Workshop. . Nov 30-Dec 1, 2015. CS LAW. Kobbi. . Nissim. Ben-Gurion University. 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 . 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 . Machine Learning, and Back. Abhradeep Guha Thakurta. Yahoo . Labs, Sunnyvale. Thesis: Differential privacy . generalizability. Stable learning . differential privacy. . Towards a rigorous notion of statistical data privacy. Moni. Naor. Weizmann Institute of Science. The Brussels Privacy . Symposium. November 8. th. 2016. What is Differential Privacy. Differential Privacy is a concept . Motivation. Rigorous mathematical definition. Jeremiah Blocki. CS-555. 11/22/2016. Credit: Some slides are from Adam Smith. Differential Privacy. Privacy . in . Statistical. . Databases. Individuals Se. r. v. er/agency. x. 1. x. 2. .. .. .. x. n. 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 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.

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