Institute for Pure & Applied Mathematics (IPAM)
How to Allow Deep Learning on Your Data Without Revealing Your Data
Exploring secure deep learning on private data without revealing it, discussing InstaHide and TextHide methods, their applications in Federated Learning, and addressing potential security concerns.