Protecting Privacy with MATH (Collab with the Census)
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Protecting Privacy with MATH (Collab with the Census) with tags physics, minutephysics, science, 2020 census
This video was made in collaboration with the US Census Bureau and fact-checked by Census Bureau scientists. Any opinions and errors are my own. For more information, visit https://census.gov/about/policies/privacy/statistical_safeguards.html or search "differential privacy" athttp://census.gov.REFERENCESDifferential Privacy in the Wild:http://www.vldb.org/pvldb/vol9/p1611-machanavajjhala.pdfHarvard University Privacy Tools Project:https://privacytools.seas.harvard.edu/differential-privacySimons Institute Workshop Video Recordings and Articles Archive:https://simons.berkeley.edu/workshops/schedule/6281Cynthia Dwork (key inventor of Differential Privacy), giving a great intro talk about differential privacy:https://www.youtube.com/watch?v=lg-VhHlztqoShiva P Kasiviswanathan and Adam Smith. On the semantics ofdifferentialprivacy: A Bayesian formulation. Journal ofPrivacyand Confidentiality, 6(1):116, 2014.Shiva Prasad Kasiviswanathan and Adam Smith. On the semantics ofdifferentialprivacy: A Bayesian formulation. 2015.https://arxiv.org/abs/0803.3946Daniel Kifer and Ashwin Machanavajjhala. A rigorous and customizable framework forprivacy. In ACM Symposiumon Principles of Database Systems (PODS), 2012.Daniel Kifer and Ashwin Machanavajjhala. Pufferfish: A framework for mathematicalprivacydefinitions. ACMTrans. Database Syst., 39(1):3, 2014.Support MinutePhysics on Patreon! http://www.patreon.com/minutephysicsLink to Patreon Supporters: http://www.minutephysics.com/supporters/MinutePhysics is on twitter - @minutephysicsAnd facebook - http://facebook.com/minutephysicsAnd Google+ (does anyone use this any more?) - http://bit.ly/qzEwc6Minute Physics provides an energetic and entertaining view of old and new problems in physics -- all in a minute!Created by Henry Reich