Schedule
Your Final Project Proposal is due tonight at 8:59pm.
Slides
Download (full resolution) PDF
Links
Stanley Warner. Randomized Response: A Survey Technique for Eliminating Evasive Answer Bias, Journal of the American Statistical Association, March 1965.
Cynthia Dwork and Aaron Roth. The Algorithmic Foundations of Differential Privacy. NOW Foundations and Trends in Theoretical Computer Science, 2014.
Burton H. Bloom. Space/Time Trade-offs in Hash Coding with Allowable Errors, Communications of the ACM, July 1970.
Úlfar Erlingsson, Vasyl Pihur, Aleksandra Korolova. RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response. ACM CCS 2014. Code: https://github.com/google/rappor.
Privacy-Preserving Machine Learning.
Bargav Jayaraman and David Evans. When Relaxations Go Bad: “Differentially-Private” Machine Learning. February 2019.