research
∙
06/08/2023
Re-aligning Shadow Models can Improve White-box Membership Inference Attacks
Machine learning models have been shown to leak sensitive information ab...
share
research
∙
10/04/2022
Invariant Aggregator for Defending Federated Backdoor Attacks
Federated learning is gaining popularity as it enables training of high-...
research
∙
06/12/2020
Dataset-Level Attribute Leakage in Collaborative Learning
Multi-party machine learning allows several parties to build a joint mod...
research
∙
04/05/2020
FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning
This paper aims to enable training and inference of neural networks in a...
research
∙
10/01/2018
