research
∙
01/01/2023
Federated Learning with Client-Exclusive Classes
Existing federated classification algorithms typically assume the local ...
share
research
∙
06/24/2020
Blacklight: Defending Black-Box Adversarial Attacks on Deep Neural Networks
The vulnerability of deep neural networks (DNNs) to adversarial examples...
research
∙
02/19/2020
Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models
Today's proliferation of powerful facial recognition models poses a real...
research
∙
09/24/2019