research
∙
07/25/2023
Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering
Differential privacy is a widely accepted measure of privacy in the cont...
share
research
∙
06/11/2022
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks
Membership inference attacks (MIAs) against machine learning models can ...
research
∙
05/06/2021
Data-Driven Contract Design for Multi-Agent Systems with Collusion Detection
In applications such as participatory sensing and crowd sensing, self-in...
research
∙
09/27/2019