48 citations · 55 across the 3 of their papers we have counts for
3 papers
cs.CR2023★ 48 cited
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass
Minxin Du, Xiang Yue, Sherman S. M. Chow +3
Differentially private stochastic gradient descent (DP-SGD) adds noise to gradients in back-propagation, safeguarding training data from privacy leakage, particularly membership in…
cs.CR2023
Unconditionally Secure Access Control Encryption
Cheuk Ting Li, Sherman S. M. Chow
Access control encryption (ACE) enforces, through a sanitizer as the mediator, that only legitimate sender-receiver pairs can communicate, without the sanitizer knowing the communi…
cs.CR2014★ 7 cited
Secure Friend Discovery via Privacy-Preserving and Decentralized Community Detection
Pili Hu, Sherman S. M. Chow, Wing Cheong Lau
The problem of secure friend discovery on a social network has long been proposed and studied. The requirement is that a pair of nodes can make befriending decisions with minimum i…