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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Federated Learning
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portfolio
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Portfolio item number 2
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publications
Toward a Practical Multi-party Private Set Union
Published in PETS 2024, 2023
We proposed a framework for practically securely compute the union of multiple parties.
Recommended citation: Jiahui Gao, Truong Son Nguyen, Ni Trieu. (2024). "Toward a Practical Multi-party Private Set Union." PETS 2024
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Aitia: Effficient Secure Computation for Bivariate Causal Discovery
Published in ACM CCS, 2024
We propose an efficient algorithm for MPC Support Vector Regression. It achieves 340 times faster runtime compared to vanilla MPC Support Vector Regression and 3.6 times faster runtime compared to Gaussian Process Regression (which is a common algorithm in Bivariate Causal Discovery).
Recommended citation: Truong Son Nguyen, Wang Lun, Evgenios Kornaropoulos, Ni Trieu (2024). "Aitia: Efficient Secure Computation for Bivariate Causal Discovery." ACM CCS 2024. 1(1).
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talks
Aitia: Efficient Secure Computation for Bivariate Causal Discovery
Published:
This talk is about our paper with the same name. It’s about how we design the algorithm for secure SVR, leading to an efficient secure bivariate causal discovery.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.