firstbacksecondback
24 Results
|
Poster
|
Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning Zebang Shen · Jiayuan Ye · Anmin Kang · Hamed Hassani · Reza Shokri |
||
|
Workshop
|
Thu 6:16 |
Privacy-preserving machine learning for healthcare: open challenges and future perspectives Alejandro Guerra-Manzanares · Leopoldo Julian Lechuga Lopez · Michail Maniatakos · Farah Shamout |
|
|
Poster
|
Tue 2:30 |
Easy Differentially Private Linear Regression Kareem Amin · Matthew Joseph · Mónica Ribero · Sergei Vassilvitskii |
|
|
Poster
|
Regression with Label Differential Privacy Badih Ghazi · Pritish Kamath · Ravi Kumar · Ethan Leeman · Pasin Manurangsi · Avinash Varadarajan · Chiyuan Zhang |
||
|
Poster
|
Tue 2:30 |
Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models Liam H Fowl · Jonas Geiping · Steven Reich · Yuxin Wen · Wojciech Czaja · Micah Goldblum · Tom Goldstein |
|
|
Oral
|
Wed 7:00 |
Disparate Impact in Differential Privacy from Gradient Misalignment Maria Esipova · Atiyeh Ashari Ghomi · Yaqiao Luo · Jesse Cresswell |
|
|
Poster
|
On the Trade-Off between Actionable Explanations and the Right to be Forgotten Martin Pawelczyk · Tobias Leemann · Asia Biega · Gjergji Kasneci |
||
|
Poster
|
Tue 2:30 |
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning Samuel Maddock · Alexandre Sablayrolles · Pierre Stock |
|
|
Poster
|
Synthetic Data Generation of Many-to-Many Datasets via Random Graph Generation Kai Xu · Georgi Ganev · Emile Joubert · Rees Davison · Olivier Van Acker · Luke Robinson |
||
|
Poster
|
Wed 7:30 |
A Statistical Framework for Personalized Federated Learning and Estimation: Theory, Algorithms, and Privacy Kaan Ozkara · Antonious Bebawy · Deepesh Data · Suhas Diggavi |
|
|
Poster
|
Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms Ximing Li · Chendi Wang · Guang Cheng |
||
|
Poster
|
MPCFORMER: FAST, PERFORMANT AND PRIVATE TRANSFORMER INFERENCE WITH MPC Dacheng Li · Hongyi Wang · Rulin Shao · Han Guo · Eric Xing · Hao Zhang |