no code implementations • 3 Dec 2023 • Quang Nguyen, Truong Vu, Cuong Pham, Anh Tran, Khoi Nguyen
In the ever-expanding digital landscape, safeguarding sensitive information remains paramount.
1 code implementation • 25 Sep 2023 • Quang Nguyen, Truong Vu, Anh Tran, Khoi Nguyen
To address this, generative models have emerged as an effective solution for generating synthetic data.
no code implementations • 31 Aug 2023 • Sze Jue Yang, Quang Nguyen, Chee Seng Chan, Khoa D. Doan
The vulnerabilities to backdoor attacks have recently threatened the trustworthiness of machine learning models in practical applications.
1 code implementation • 12 Mar 2023 • Nguyen Tuan, Phi Nguyen, Dai Tran, Hung Pham, Quang Nguyen, Thanh Le, Hanh Van, Bach Do, Phuong Tran, Vinh Le, Thuy Nguyen, Long Tran, Hieu Pham
The proposed approach demonstrated excellent performance in detecting MI.
no code implementations • NeurIPS 2021 • Khang Le, Huy Nguyen, Quang Nguyen, Tung Pham, Hung Bui, Nhat Ho
We consider robust variants of the standard optimal transport, named robust optimal transport, where marginal constraints are relaxed via Kullback-Leibler divergence.