47 citations · 55 across the 14 of their papers we have counts for
4 papers · 1 filter
Privacy Technologies for Financial Intelligence
Yang Li, Thilina Ranbaduge, Kee Siong Ng
Financial crimes like money laundering and terrorism financing can have significant impacts on society, including loss of trust in the integrity of the financial system, misuse and…
A Tutorial Introduction to Lattice-based Cryptography and Homomorphic Encryption
Yang Li, Kee Siong Ng, Michael Purcell
Why study Lattice-based Cryptography? There are a few ways to answer this question. 1. It is useful to have cryptosystems that are based on a variety of hard computational problems…
Private Graph Data Release: A Survey
Yang Li, Michael Purcell, Thierry Rakotoarivelo +3
The application of graph analytics to various domains has yielded tremendous societal and economical benefits in recent years. However, the increasingly widespread adoption of grap…
Towards Distributed Privacy-Preserving Prediction
Lingjuan Lyu, Yee Wei Law, Kee Siong Ng +4
In privacy-preserving machine learning, individual parties are reluctant to share their sensitive training data due to privacy concerns. Even the trained model parameters or predic…