157 citations · 205 across the 8 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CR2019★ 15 cited
Toward Scalable Fully Homomorphic Encryption Through Light Trusted Computing Assistance
Wenhao Wang, Yichen Jiang, Qintao Shen +8
It has been a long standing problem to securely outsource computation tasks to an untrusted party with integrity and confidentiality guarantees. While fully homomorphic encryption…
cs.DS2019★ 12 cited
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search
Hao Chen, Ilaria Chillotti, Yihe Dong +3
The -Nearest Neighbor Search (-NNS) is the backbone of several cloud-based services such as recommender systems, face recognition, and database search on text and images. In…
cs.CR2019★ 157 cited
XONN: XNOR-based Oblivious Deep Neural Network Inference
M. Sadegh Riazi, Mohammad Samragh, Hao Chen +3
Advancements in deep learning enable cloud servers to provide inference-as-a-service for clients. In this scenario, clients send their raw data to the server to run the deep learni…