Topic

Machine Learning

RSS

Papers

2025

Venue Title Topic
ICML Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention Machine Learning, Cryptography
PETS TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks Privacy, Machine Learning

2024

Venue Title Topic
MobiCom MELTing Point: Mobile Evaluation of Language Transformers Machine Learning, Systems
ICML Maestro: Uncovering Low-Rank Structures via Trainable Decomposition Machine Learning
ICML Recurrent Early Exits for Federated Learning with Heterogeneous Clients Machine Learning
ICLR Confidential-DPproof: Confidential Proof of Differentially Private Training Machine Learning

2021

Venue Title Topic
RecSys Stronger Privacy for Federated Collaborative Filtering With Implicit Feedback Machine Learning, Privacy

2020

Venue Title Topic
USENIX ATC Percival: Making In-Browser Perceptual Ad Blocking Practical With Deep Learning Machine Learning, Privacy
IEEE S&P AdGraph: A Machine Learning Approach to Automatic and Effective Adblocking Machine Learning, Privacy
MLSys Privacy-Preserving Bandits Machine Learning, Privacy
CHI Evaluating the End-User Experience of Private Browsing Mode Machine Learning, Privacy