Publications

The full and up-to-date list of my articles can also be found on my Google Scholar profile. Here, you can find handy links to related materials like blog posts and source code.

2026

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LLMind: Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models [paper] [arXiv] [code] [blog]

Soumyanatra Debnath, Bui Duc Manh, Zinan Liu, Lin Wang

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026

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SBW 3.0: A Blockchain-Enabled Framework for Secure and Efficient Information Management in Web 3.0

Md Arif Hassan, Bui Duc Manh, Cong T. Nguyen, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep N. Nguyen et al.

IEEE Transactions on Network and Service Management, 2026

2025

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PP-AICloud for Edge-Assisted Privacy-Preserving AI Inference with Homomorphic Encryption in Cloud-Based Mobile Services [paper]

Chi-Hieu Nguyen, Bui Duc Manh, Dinh Thai Hoang, Diep N. Nguyen, Lin Wang

ACM MobiCom Demos, 2025

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Privacy-Preserving Cyberattack Detection in Blockchain-Based IoT Systems Using AI and Homomorphic Encryption [paper] [arXiv]

Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Ming Zeng, Quoc-Viet Pham

IEEE Internet of Things Journal, 2025

2024

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Towards Secure AI-Empowered Vehicular Networks: A Federated Learning Approach using Homomorphic Encryption [paper]

Chi-Hieu Nguyen, Bui Duc Manh, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz

IEEE Vehicular Technology Conference (VTC), 2024

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Homomorphic Encryption-Enabled Federated Learning for Privacy-Preserving Intrusion Detection in Resource-Constrained IoV Networks [arXiv]

Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep N. Nguyen

IEEE Vehicular Technology Conference (VTC), 2024