SilverStone
SilverStone: Research and development of privacy-preserving techniques for deep learning technologies in server offloading scenarios.
2019.05 - 2019.10
[Key Concept]
In server offloading scenarios for deep learning services, privacy threats are a significant concern. This project aims to address these challenges by designing and developing a homomorphic encryption system. This system securely encrypts sensitive data and performs computations on the encrypted data within resource-rich GPU environments. The result is an efficient and secure solution that guarantees robust privacy protection.
[SilverStone] Privacy-preserving techniques for deep learning technologies in server offloading scenarios
Privacy-preserving algorithm of SilverStone.
[SilverStone] Overview of the Silverstone System for Protected Deep Learning Services