Protecting Privacy with MATH (Collab with the Census)
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