Tuan Nguyen 🇻🇳

@misc{nguyen2026flatrevealinghiddenlatentconditioned,
  title={FLAT: Revealing Hidden Latent-Conditioned Backdoor Failures in Federated Learning},
  author={Tuan Nguyen and Sze Jue Yang and Khoa D. Doan and Chee Seng Chan and Kok-Seng Wong},
  year={2026},
  eprint={2508.04064},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/2508.04064}
}

@misc{nguyen2024noncooperativebackdoorattacksfederated,
  title={Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape},
  author={Tuan Nguyen and Dung Thuy Nguyen and Khoa D Doan and Kok-Seng Wong},
  year={2024},
  eprint={2407.07917},
  archivePrefix={arXiv},
  primaryClass={cs.CR},
  url={https://arxiv.org/abs/2407.07917}
}

@inproceedings{Nguyen_2024_www,
  title={Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training},
  author={Nguyen, Ngoc-Hieu and Nguyen, Tuan-Anh and Nguyen, Tuan and Hoang, Vu Tien and Le, Dung D. and Wong, Kok-Seng},
  booktitle={Proceedings of the ACM Web Conference 2024},
  series={WWW '24},
  publisher={ACM},
  pages={3940--3951},
  year={2024},
  month={May},
  doi={10.1145/3589334.3645702},
  url={https://doi.org/10.1145/3589334.3645702}
}

@inproceedings{NEURIPS2023_d0c6bc64,
  author={Nguyen, Thuy Dung and Nguyen, Tuan and Tran, Anh and Doan, Khoa D and Wong, Kok-Seng},
  booktitle={Advances in Neural Information Processing Systems},
  editor={A. Oh and T. Naumann and A. Globerson and K. Saenko and M. Hardt and S. Levine},
  pages={66364--66376},
  publisher={Curran Associates, Inc.},
  title={IBA: Towards Irreversible Backdoor Attacks in Federated Learning},
  url={https://proceedings.neurips.cc/paper_files/paper/2023/file/d0c6bc641a56bebee9d985b937307367-Paper-Conference.pdf},
  volume={36},
  year={2023}
}

@article{Nguyen_2024_eaai,
  title={Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions},
  author={Nguyen, Thuy Dung and Nguyen, Tuan and Nguyen, Phi Le and Pham, Hieu H. and Doan, Khoa D. and Wong, Kok-Seng},
  journal={Engineering Applications of Artificial Intelligence},
  volume={127},
  pages={107166},
  year={2024},
  month={Jan},
  publisher={Elsevier BV},
  doi={10.1016/j.engappai.2023.107166},
  url={https://doi.org/10.1016/j.engappai.2023.107166}
}

@InProceedings{pmlr-v222-nguyen24a,
  title={Empirical Study of Federated Unlearning: {E}fficiency and Effectiveness},
  author={Nguyen, Thai-Hung and Vu, Hong-Phuc and Nguyen, Dung Thuy and Nguyen, Tuan Minh and Doan, Khoa D and Wong, Kok-Seng},
  booktitle={Proceedings of the 15th Asian Conference on Machine Learning},
  pages={959--974},
  year={2024},
  editor={Yanıkoğlu, Berrin and Buntine, Wray},
  volume={222},
  series={Proceedings of Machine Learning Research},
  month={11--14 Nov},
  publisher={PMLR},
  pdf={https://proceedings.mlr.press/v222/nguyen24a/nguyen24a.pdf},
  url={https://proceedings.mlr.press/v222/nguyen24a.html}
}

@article{Nguyen_2023_fcvm,
  title={Ensemble learning of myocardial displacements for myocardial infarction detection in echocardiography},
  author={Nguyen, Tuan and Nguyen, Phi and Tran, Dai and Pham, Hung and Nguyen, Quang and Le, Thanh and Van, Hanh and Do, Bach and Tran, Phuong and Le, Vinh and Nguyen, Thuy and Tran, Long and Pham, Hieu},
  journal={Frontiers in Cardiovascular Medicine},
  volume={10},
  year={2023},
  month={Oct},
  publisher={Frontiers Media SA},
  doi={10.3389/fcvm.2023.1185172},
  url={https://doi.org/10.3389/fcvm.2023.1185172}
}

@inproceedings{Thi_2021_kse,
  title={Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation},
  author={Thi, Thuy Hang Duong and Minh, Tuan Nguyen and Van, Phi Nguyen and Tran, Quoc Long},
  booktitle={2021 13th International Conference on Knowledge and Systems Engineering (KSE)},
  publisher={IEEE},
  pages={1--6},
  year={2021},
  month={Nov},
  doi={10.1109/KSE53942.2021.9648607},
  url={https://doi.org/10.1109/KSE53942.2021.9648607}
}