Publications

My research publications, papers, and academic work.

2026

Poisoning the Swarm: Evaluating data-level vulnerabilities in decentralized Internet of Medical Things-enabled healthcare networks
Ngo Duc Hoang Son, Vuong Dinh Thanh Ngan, Le Minh Nha, Tran Duc Luong, Van-Hau Pham, Phan The Duy
Computers and Electrical Engineering · Journal
PhishFusion: A Multimodal Phishing Website Detection Framework Using Joint URL and JavaScript Features
Doan Manh Duc, Tran Kim Ngoc Ngan, Ngo Duc Hoang Son, Phan The Duy, Tram Truong-Huu, Van-Hau Pham
18th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2026) · Conference

G-FLEX: A Graph-Based and Fine-Tuned Transformer Framework with Explainable AI for Fileless Malware Detection
Bao Pham-Thai, Nghi Hoang Khoa, Ngo Duc Hoang Son, Khanh Ho-Vi, Phan The Duy
20th International Conference on Information Security Practice and Experience (ISPEC 2025) · Conference
Phishing Website Detection via Multimodal Learning and Retrieval-Augmented Reasoning
Doan Manh Duc, Do Thien Khang, Do Thi Thu Hien, Ngo Duc Hoang Son, Phan The Duy
2025 RIVF International Conference on Computing and Communication Technologies (RIVF) · Conference
PowerGNN: A source code structural and textual awareness approach for identifying malicious PowerShell scripts
Nghi Hoang Khoa, Ngo Duc Hoang Son, Nguyen Hoang Tuan, Le Phan Huu Nghia, Van-Hau Pham, Phan The Duy
2025 International Conference on Multimedia Analysis and Pattern Recognition (MAPR) · Conference
PowerGAN: Enhancing PowerShell Attack Detection Through GAN-Driven Data Generation
Nghi Hoang Khoa, Dang Quang Huy, Cao Minh Duc, Ngo Duc Hoang Son, Phan The Duy
14th International Symposium on Information and Communication Technology (SOICT 2025) · Conference

A Study on Adversarial Sample Resistance and Defense Mechanism for Multimodal Learning-Based Phishing Website Detection
Phan The Duy, Vo Quang Minh, Bui Tan Hai Dang, Ngo Duc Hoang Son, Nguyen Huu Quyen, Van-Hau Pham
IEEE Access · Journal
SeFed-IDS: A Collaborative Intrusion Detection System Utilizing Semi-Supervised Federated Learning and Data Augmentation
Nguyen Huu Quyen, Ngo Duc Hoang Son, Do Hoang Hien, Phan The Duy, Van-Hau Pham
13th International Symposium on Information and Communication Technology (SOICT 2024) · Conference

Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection
Minh Vo Quang, Dang Bui Tan Hai, Ngan Tran Kim Ngoc, Ngo Duc Hoang Son, Quyen Nguyen Huu, Phan The Duy, Van-Hau Pham
12th International Symposium on Information and Communication Technology (SOICT 2023) · Conference
XFedGraph-Hunter: An Interpretable Federated Learning Framework for Hunting Advanced Persistent Threat in Provenance Graph
Ngo Duc Hoang Son, Huynh Thai Thi, Phan The Duy, Van-Hau Pham
18th International Conference on Information Security Practice and Experience (ISPEC 2023) · Conference
BlazeSearch: A multimomal semantic search engine for retrieving in-video information for AI Challenge HCMC 2023
Ngo Duc Hoang Son, Anh Bui Vuong Tam, Phuoc Phan Hoang, Giang Tran Thi Cam, Thinh Nguyen Hung, Quyen Nguyen Huu, Phan The Duy, Van-Hau Pham
12th International Symposium on Information and Communication Technology (SOICT 2023) · Conference

Federated Learning-Based Cyber Threat Hunting for APT Attack Detection in SDN-Enabled Networks
Huynh Thai Thi, Ngo Duc Hoang Son, Phan The Duy, Van-Hau Pham
21st International Symposium on Communications and Information Technologies (ISCIT 2022) · Conference