Publications | Do Hai Son

Google Scholar Profile

Preprint articles

2025

Int. Jour.

Privacy-Preserving Driver Drowsiness Detection with Spatial Self-Attention and Federated Learning

Tran Viet Khoa, Do Hai Son, Mohammad Abu Alsheikh, Yibeltal F. Alem, and 1 more author

Jul 2025

Bib PDF

@preprint{Khoa2025SMCA,
  author = {Khoa, Tran Viet and Son, Do Hai and Alsheikh, Mohammad Abu and Alem, Yibeltal F. and Hoang, Dinh Thai},
  title = {Privacy-Preserving Driver Drowsiness Detection with Spatial Self-Attention and Federated Learning},
  journal = {arXiv},
  year = {2025},
  month = jul,
  doi = {10.48550/arXiv.2508.00287},
  url = {https://arxiv.org/abs/2508.00287},
}

2023

Int. Jour.

Collaborative Learning Framework to Detect Attacks in Transactions and Smart Contracts

Tran Viet Khoa, Do Hai Son, Nguyen Chi Hieu, Dinh Thai Hoang, and 7 more authors

Aug 2023

Bib PDF Data

@preprint{Khoa2023TMC,
  author = {Khoa, Tran Viet and Son, Do Hai and Hieu, Nguyen Chi and Hoang, Dinh Thai and Nguyen, Diep N. and Quynh, Tran Thi Thuy and Minh, Hoang Trong and Ha, Nguyen Viet and Dutkiewicz, Eryk and Alsheikh, Mohammad Abu and Trung, Nguyen Linh},
  title = {Collaborative Learning Framework to Detect Attacks in Transactions and Smart Contracts},
  journal = {arXiv},
  year = {2023},
  month = aug,
  doi = {10.48550/arXiv.2308.15804},
  url = {https://arxiv.org/abs/2308.15804},
}

Journal articles

2024

Int. Jour.

Collaborative Learning for Cyberattack Detection in Blockchain Networks

Tran Viet Khoa, Do Hai Son, Dinh Thai Hoang, Nguyen Linh Trung, and 4 more authors

IEEE Transactions on Systems, Man, and Cybernetics: Systems, Jul 2024

Bib PDF Data Demo

@article{Khoa2024SMCA,
  author = {Khoa, Tran Viet and Son, Do Hai and Hoang, Dinh Thai and Trung, Nguyen Linh and Quynh, Tran Thi Thuy and Nguyen, Diep N. and Ha, Nguyen Viet and Dutkiewicz, Eryk},
  title = {Collaborative Learning for Cyberattack Detection in Blockchain Networks},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems},
  year = {2024},
  month = jul,
  volume = {54},
  number = {7},
  pages = {3920-3933},
  doi = {10.1109/TSMC.2024.3374280},
  url = {https://ieeexplore.ieee.org/document/10490138},
}

Nat. Jour.

ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems

Do Hai Son, Vu Tung Lam, and Tran Thi Thuy Quynh

Hanoi University of Industry Journal of Science and Technology, Nov 2024

Bib PDF Code

@article{Son2024HAUI,
  author = {Son, Do Hai and Lam, Vu Tung and Quynh, Tran Thi Thuy},
  title = {ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems},
  journal = {Hanoi University of Industry Journal of Science and Technology},
  volume = {60},
  number = {11},
  pages = {48-54},
  year = {2024},
  month = nov,
  doi = {10.57001/huih5804.2024.366},
}

2023

Nat. Jour.

A New Framework for Cyber Risk Assessment for Industry 4.0 and Recommendations for Vietnam

Bui Minh Tuan, Tran Viet Khoa, Do Hai Son, Nguyen Ngoc Hoa, and 5 more authors

REV Journal on Electronics and Communications, Dec 2023

Bib PDF Demo

@article{Tuan2023JEC,
  author = {Tuan, Bui Minh and Khoa, Tran Viet and Son, Do Hai and Hoa, Nguyen Ngoc and Quynh, Tran Thi Thuy and Trung, Nguyen Linh and Ha, Nguyen Viet and Tho, Nguyen Dai and Minh, Le Quang},
  title = {A New Framework for Cyber Risk Assessment for Industry 4.0 and Recommendations for Vietnam},
  journal = {REV Journal on Electronics and Communications},
  month = dec,
  volume = {13},
  number = {3-4},
  pages = {28-44},
  year = {2023},
  doi = {10.21553/rev-jec.323},
}

Books and Book chapters

2025

Nat. Book

Thiết lập nền tảng SDR cho hệ thống OFDM

Do Hai Son, Tran Thi Thuy Quynh , Ngo K. Hoang, Nguyen Van Ly, and 1 more author

In Truyền thông chuyển tiếp hai chiều: Lý thuyết và Thực nghiệm, Jun 2025

Bib Code

@incollection{Son2025TTCT2C,
  author = {Son, Do Hai and Quynh, Tran Thi Thuy and Hoang, Ngo K. and Ly, Nguyen Van and Trung, Nguyen Linh},
  title = {Thiết lập nền tảng SDR cho hệ thống OFDM},
  editor = {Trung, Nguyễn Linh},
  booktitle = {Truyền thông chuyển tiếp hai chiều: Lý thuyết và Thực nghiệm},
  publisher = {Nhà xuất bản Đại học Quốc gia Hà Nội},
  month = jun,
  year = {2025},
  pages = {151-235},
  chapter = {9},
}

Conference and Workshop articles

2025

Int. Conf.

Vision-Based Learning for Cyberattack Detection in Blockchain Smart Contracts and Transactions

Do Hai Son, Le Vu Hieu, Tran Viet Khoa, Alem Yibeltal, and 3 more authors

In International Symposium on Communications and Information Technologies (ISCIT), Hanoi, Vietnam, Oct 2025

Bib

@inproceedings{Son2025ISCIT,
  title = {Vision-Based Learning for Cyberattack Detection in Blockchain Smart Contracts and Transactions},
  author = {Son, Do Hai and Hieu, Le Vu and Khoa, Tran Viet and Yibeltal, Alem and Minh, Hoang Trong and Ha, Nguyen Viet and Trung, Nguyen Linh},
  booktitle = {International Symposium on Communications and Information Technologies (ISCIT)},
  month = oct,
  year = {2025},
  location = {Hanoi, Vietnam},
  pages = {43-48},
}

Int. Conf.

FlowEKF: Flow-based Extended Kalman filter

Hai Pham Anh, Tran Trong Duy, Do Hai Son, Abed-Meraim Karim, and 1 more author

In Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Singapore, Oct 2025

Bib

@inproceedings{HaiAnh2025APSIPA,
  title = {FlowEKF: Flow-based Extended Kalman filter},
  author = {Anh, Hai Pham and Duy, Tran Trong and Son, Do Hai and Karim, Abed-Meraim and Trung, Nguyen Linh},
  booktitle = {Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
  month = oct,
  year = {2025},
  location = {Singapore},
  pages = {1851-1856},
}

Int. Conf.

Robust Sparse Subspace Tracking from Corrupted Data Observations

Ta Giang Thuy Loan, Nguyen Hoang-Lan, Nguyen Thi Ngoc Lan, Do Hai Son, and 4 more authors

In International Symposium on Communications and Information Technologies (ISCIT), Hanoi, Vietnam, Oct 2025

Bib PDF

@inproceedings{Loan2025ISCIT,
  title = {Robust Sparse Subspace Tracking from Corrupted Data Observations},
  author = {Loan, Ta Giang Thuy and Hoang-Lan, Nguyen and Lan, Nguyen Thi Ngoc and Son, Do Hai and Quynh, Tran Thi Thuy and Trung, Nguyen Linh and Karim, Abed-Meraim and Thanh, Le Trung},
  booktitle = {International Symposium on Communications and Information Technologies (ISCIT)},
  month = oct,
  year = {2025},
  location = {Hanoi, Vietnam},
  pages = {277-282},
}

Int. Conf.

RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications

Vu Tung Lam, Do Hai Son, Tran Thi Thuy Quynh, and Trung Thanh Le

In Conference on Information Technology and its Applications (CITA), Phnom Penh, Cambodia, Jul 2025

Bib PDF Code

@inproceedings{Lam2025CITA,
  title = {RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications},
  author = {Lam, Vu Tung and Son, Do Hai and Quynh, Tran Thi Thuy and Le, Trung Thanh},
  booktitle = {Conference on Information Technology and its Applications (CITA)},
  month = jul,
  year = {2025},
  location = {Phnom Penh, Cambodia},
  pages = {1-12},
}

2024

Int. Conf.

Semi-Supervised Learning for Anomaly Detection in Blockchain-based Supply Chains

Do Hai Son, Bui Duc Manh, Tran Viet Khoa, Nguyen Linh Trung, and 4 more authors

In International Symposium on Communications and Information Technologies (ISCIT), Bangkok, Thailand, Sep 2024

Bib PDF Code

@inproceedings{Son2024ISCIT,
  author = {Son, Do Hai and Manh, Bui Duc and Khoa, Tran Viet and Trung, Nguyen Linh and Hoang, Dinh Thai and Minh, Hoang Trong and Alem, Yibeltal and Minh, Le Quang},
  title = {Semi-Supervised Learning for Anomaly Detection in Blockchain-based Supply Chains},
  booktitle = {International Symposium on Communications and Information Technologies (ISCIT)},
  year = {2024},
  month = sep,
  pages = {140-145},
  location = {Bangkok, Thailand},
  url = {https://ieeexplore.ieee.org/document/10793673},
  doi = {10.1109/ISCIT63075.2024.10793673},
}

Int. Conf.

W2E (Workout to Earn): A Low Cost DApp based on ERC-20 and ERC-721 standards

Do Hai Son, Nguyen Danh Hao, Tran Thi Thuy Quynh, and Le Quang Minh

In 9th International Conference on Integrated Circuits, Design, and Verification (ICDV), Hanoi, Vietnam, Jun 2024

Bib PDF Code

@inproceedings{Son2024ICDV,
  author = {Son, Do Hai and Hao, Nguyen Danh and Quynh, Tran Thi Thuy and Minh, Le Quang},
  title = {{W2E} (Workout to Earn): A Low Cost {DApp} based on {ERC-20} and {ERC-721} standards},
  booktitle = {9th International Conference on Integrated Circuits, Design, and Verification (ICDV)},
  location = {Hanoi, Vietnam},
  pages = {79-84},
  month = jun,
  year = {2024},
  url = {https://ieeexplore.ieee.org/document/10617258/},
  doi = {10.1109/ICDV61346.2024.10617258},
}

Int. Conf.

Real-time Cyberattack Detection with Collaborative Learning for Blockchain Networks

Tran Viet Khoa, Do Hai Son, Dinh Thai Hoang, Nguyen Linh Trung, and 4 more authors

In IEEE Wireless Communications and Networking Conference (WCNC), Dubai, UAE, Apr 2024

Bib PDF Demo

@inproceedings{Khoa2024WCNC,
  author = {Khoa, Tran Viet and Son, Do Hai and Hoang, Dinh Thai and Trung, Nguyen Linh and Quynh, Tran Thi Thuy and Diep, N. Nguyen and Ha, Nguyen Viet and Eryk, Dutkiewicz},
  title = {Real-time Cyberattack Detection with Collaborative Learning for Blockchain Networks},
  booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
  month = apr,
  year = {2024},
  location = {Dubai, UAE},
  doi = {10.1109/WCNC57260.2024.10571103},
  pages = {1-6},
}

Int. Ws

RANDAO-based RNG: Last Revealer Attacks in Ethereum 2.0 Randomness and a Potential Solution

Do Hai Son, Tran Thi Thuy Quynh, and Le Quang Minh

In International Workshop on ADVANCEs in ICT Infrastructures and Services (ADVANCE), Hanoi, Vietnam, Feb 2024

Bib PDF

@inproceedings{Son2024ADVANCE,
  author = {Son, Do Hai and Quynh, Tran Thi Thuy and Minh, Le Quang},
  title = {RANDAO-based RNG: Last Revealer Attacks in Ethereum 2.0 Randomness and a Potential Solution},
  booktitle = {International Workshop on ADVANCEs in ICT Infrastructures and Services (ADVANCE)},
  month = feb,
  year = {2024},
  location = {Hanoi, Vietnam},
}

2023

Int. Conf.

On the Semi-Blind Mutually Referenced Equalizers for MIMO Systems

Do Hai Son, Karim Abed-Meraim, Tran Trong Duy, Nguyen Linh Trung, and 1 more author

In Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Taipei, Taiwan, Nov 2023

Bib HTML PDF Code

@inproceedings{Son2023APSIPA,
  author = {Son, Do Hai and Abed-Meraim, Karim and Duy, Tran Trong and Trung, Nguyen Linh and Quynh, Tran Thi Thuy},
  booktitle = {Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
  title = {On the Semi-Blind Mutually Referenced Equalizers for MIMO Systems},
  year = {2023},
  volume = {},
  number = {},
  month = nov,
  pages = {278-283},
  location = {Taipei, Taiwan},
  doi = {10.1109/APSIPAASC58517.2023.10317233},
}

Int. Ws

Impact Analysis of Antenna Array Geometry on Performance of Semi-blind Structured Channel Estimation for massive MIMO-OFDM systems

Do Hai Son, and Tran Thi Thuy Quynh

In IEEE Statistical Signal Processing Workshop (SSP), Hanoi, Vietnam, Jul 2023

Bib PDF Code

@inproceedings{Son2023SSP,
  author = {Son, Do Hai and Quynh, Tran Thi Thuy},
  booktitle = {IEEE Statistical Signal Processing Workshop (SSP)},
  title = {Impact Analysis of Antenna Array Geometry on Performance of Semi-blind Structured Channel Estimation for massive MIMO-OFDM systems},
  year = {2023},
  volume = {},
  number = {},
  month = jul,
  pages = {314-318},
  location = {Hanoi, Vietnam},
  doi = {10.1109/SSP53291.2023.10208041},
}

Nat. Conf.

Ước lượng kênh truyền trong hệ thống đa robot sử dụng SDR

Do Hai Son, Nguyen Huu Hung, Pham Duy Hung, and Tran Thi Thuy Quynh

In Hội nghị Quốc gia lần thứ XXVI về Điện tử, Truyền thông và Công nghệ Thông tin, Hanoi, Viet Nam, Dec 2023

Bib PDF Code

@inproceedings{Son2023REV,
  author = {Son, Do Hai and Hung, Nguyen Huu and Hung, Pham Duy and Quynh, Tran Thi Thuy},
  booktitle = {Hội nghị Quốc gia lần thứ XXVI về Điện tử, Truyền thông và Công nghệ Thông tin},
  title = {Ước lượng kênh truyền trong hệ thống đa robot sử dụng SDR},
  year = {2023},
  month = dec,
  pages = {60-65},
  location = {Hanoi, Viet Nam},
}

2021

Int. Conf.

An Effective Framework of Private Ethereum Blockchain Networks for Smart Grid

Do Hai Son, Tran Thi Thuy Quynh, Tran Viet Khoa, Dinh Thai Hoang, and 5 more authors

In International Conference on Advanced Technologies for Communications (ATC), Ho Chi Minh City, Vietnam, Oct 2021

Best Student Paper Award Bib PDF Code

Best Student Paper Award

@inproceedings{Son2021ATC,
  author = {Son, Do Hai and Quynh, Tran Thi Thuy and Khoa, Tran Viet and Hoang, Dinh Thai and Trung, Nguyen Linh and Viet Ha, Nguyen and Niyato, Dusit and Nguyen, Diep N. and Dutkiewicz, Eryk},
  booktitle = {International Conference on Advanced Technologies for Communications (ATC)},
  title = {An Effective Framework of Private Ethereum Blockchain Networks for Smart Grid},
  year = {2021},
  month = oct,
  pages = {312-317},
  location = {Ho Chi Minh City, Vietnam},
  doi = {10.1109/ATC52653.2021.9598199},
}

Nat. Conf.

Đồng bộ nhiều SDR trong thực thi thuật toán ước lượng hướng sóng đến MUSIC

Do Hai Son, and Tran Thi Thuy Quynh

In Hội nghị Quốc gia lần thứ XXIV về Điện tử, Truyền thông và Công nghệ Thông tin, Hanoi, Viet Nam, Dec 2021

Bib PDF Code

@inproceedings{Son2021REV,
  author = {Son, Do Hai and Quynh, Tran Thi Thuy},
  booktitle = {Hội nghị Quốc gia lần thứ XXIV về Điện tử, Truyền thông và Công nghệ Thông tin},
  title = {Đồng bộ nhiều SDR trong thực thi thuật toán ước lượng hướng sóng đến MUSIC},
  year = {2021},
  month = dec,
  pages = {11-16},
  location = {Hanoi, Viet Nam},
}

2019

Nat. Conf.

Định vị Robot di động trong nhà dựa trên tín hiệu WiFi

Do Hai Son, Tran Duc Manh, and Tran Thi Thuy Quynh

In Hội nghị Quốc gia lần thứ XXII về Điện tử, Truyền thông và Công nghệ Thông tin, Hanoi, Viet Nam, Dec 2019

Bib PDF Code

@inproceedings{Son2019REV,
  author = {Son, Do Hai and Manh, Tran Duc and Quynh, Tran Thi Thuy},
  booktitle = {Hội nghị Quốc gia lần thứ XXII về Điện tử, Truyền thông và Công nghệ Thông tin},
  title = {Định vị Robot di động trong nhà dựa trên tín hiệu WiFi},
  year = {2019},
  month = dec,
  pages = {53-57},
  location = {Hanoi, Viet Nam},
}

Thesis

2023

Msc. Thesis

Nghiên cứu nhận dạng hệ thống với tri thức mới cho hệ thống truyền thông MIMO kích thước lớn

Do Hai Son

University of Engineering and Technology, Vietnam national University Hanoi, Jun 2023

Bib HTML PDF

@thesis{Son2023Thesis,
  author = {Son, Do Hai},
  title = {Nghiên cứu nhận dạng hệ thống với tri thức mới cho hệ thống truyền thông MIMO kích thước lớn},
  school = {University of Engineering and Technology, Vietnam national University Hanoi},
  address = {Vietnam},
  year = {2023},
  month = jun,
}

2020

Bsc. Thesis

Xây dựng hệ thống xác định hướng sóng đến sử dụng thuật toán MUSIC trên thiết bị SDR

Do Hai Son

University of Engineering and Technology, Vietnam national University Hanoi, Jul 2020

Bib PDF Code

@thesis{Son2020Thesis,
  author = {Son, Do Hai},
  title = {Xây dựng hệ thống xác định hướng sóng đến sử dụng thuật toán MUSIC trên thiết bị SDR},
  school = {University of Engineering and Technology, Vietnam national University Hanoi},
  address = {Vietnam},
  year = {2020},
  month = jul,
}

Nat. Ws : National Workshop article / poster

Nat. Conf. : National Conference article / poster

Nat. Jour. : National Journal article

Int. Ws : International Workshop article / poster

Int. Conf. : International Conference article / poster

Int. Jour. : International Journal article