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Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #85
Adversarial Examples Are Not Bugs, They Are Features
Andrew Ilyas · Shibani Santurkar · Dimitris Tsipras · Logan Engstrom · Brandon Tran · Aleksander Madry
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #86
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation
Mark Bun · Thomas Steinke
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #87
Capacity Bounded Differential Privacy
Kamalika Chaudhuri · Jacob Imola · Ashwin Machanavajjhala
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #88
Differentially Private Anonymized Histograms
Ananda Theertha Suresh
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #89
Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate
James Jordon · Jinsung Yoon · Mihaela van der Schaar
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #90
Differentially Private Bayesian Linear Regression
Garrett Bernstein · Daniel Sheldon
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #91
Efficiently Estimating Erdos-Renyi Graphs with Node Differential Privacy
Jonathan Ullman · Adam Sealfon
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #92
Locally Private Gaussian Estimation
Matthew Joseph · Janardhan Kulkarni · Jieming Mao · Steven Wu
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #93
Minimax Optimal Estimation of Approximate Differential Privacy on Neighboring Databases
Xiyang Liu · Sewoong Oh
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #94
Differentially Private Algorithms for Learning Mixtures of Separated Gaussians
Gautam Kamath · Or Sheffet · Vikrant Singhal · Jonathan Ullman
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #95
Partially Encrypted Deep Learning using Functional Encryption
Théo Ryffel · David Pointcheval · Francis Bach · Edouard Dufour-Sans · Romain Gay
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #96
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation
Devin Reich · Ariel Todoki · Rafael Dowsley · Martine De Cock · anderson nascimento