| 2026 | ACIIDS | PhishFusion: A Multimodal Phishing Website Detection Framework Using Joint URL and JavaScript Features. | Doan Manh Duc, Ngan Tran Kim Ngoc, Son Ngo Duc Hoang, Phan The Duy, Tram Truong Huu, Van-Hau Pham |
| 2026 | ACIIDS | Leveraging LLMs to Support Malware Analysis from Structured and Semantic Binary Data. | Nguyen Khac Hau, Tuan-Dung Tran, Trong-Nghia To, Do Thi Thu Hien, Thai Hung Van, Phan The Duy |
| 2026 | CSEDU | A Method for Secure Verification and Classification of Educational Credentials Based on Zero-Knowledge Range Proof. | Kiet Cao, Khoa Tan Vo, Thu Nguyen, Phan The Duy, Van-Hau Pham, Hong-Tri Nguyen, Tu-Anh Nguyen-Hoang |
| 2026 | IWCMC | ADCC-Bench: A Benchmark Framework for Anomaly Detection in Cryptocurrency Transactions. | Tan-Gia-Quoc Pham, Huynh Quoc Khanh, Nguyen Anh Khoa, Viet Huynh, Mohiuddin Ahmed, Trong-Nghia To, Van-Hau Pham, Phan The Duy |
| 2025 | ACIIDS | An Empirical Review of the Effectiveness of Different Language Processing Approaches in Software Code Vulnerability Detection. | Khoa Tran Dinh, Anh Bui Vuong Tam, Loc Nguyen Vo Tien, Dat Nguyen Phan Quoc, Trong-Nghia To, Phan The Duy, Van-Hau Pham |
| 2025 | ISPEC | APT Attack Detection with Heterogeneous Provenance Graph and Adversarial Knowledge of Tactics, Techniques, and Procedures. | Phan The Duy, Dinh Minh Thien, Truong Thi Hoang Hao, Khoa Ngo-Khanh, Van-Hau Pham |
| 2025 | ISPEC | 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 |
| 2025 | ISPEC | A Study on Free-Rider Detection Mechanism for a Fair Federated Learning-Based Intrusion Detection System. | Ngo Duc Hoang Son, Nguyen Tran Duc An, Truong Tuan Phi, Nguyen Thi Thu, Hien Do Hoang, Trong-Nghia To, Van-Hau Pham, Phan The Duy |
| 2025 | NSS | X-AdvIDS: A Framework for Assessing and Improving the Adversarial Robustness of Intrusion Detection Systems with Explainability-Guided Mutation and Analysis. | Phan The Duy, Truong Thi Hoang Hao, Nguyen Viet Hoang, Nguyen Duc Trung, Le Duc Thinh, Doan Minh Trung, Van-Hau Pham |
| 2025 | NSS | Multimodal Learning with LLM-Fusion Head for Android Malware Detection: Enhancing Cross-Modality Robustness Against Obfuscation and Adversarial Samples. | Luong Hoang Minh, Duong The Dat, Dang Bui Tan Hai, Le Duc Thinh, Doan Minh Trung, Phan The Duy |
| 2025 | NSS | FraudTrace: Verifying Fraudulent News to Prevent Online Scam Campaigns via a Multi-agent LLM-Based System. | Nguyen Hoang Phuc, Dang Bui Tan Hai, Nguyen Huu Quyen, Phan The Duy |
| 2023 | GLOBECOM | A Multimodal Deep Learning Approach for Efficient Vulnerability Detection in Smart Contracts. | Le Cong Trinh, Vu Trung Kien, Trinh Minh Hoang, Nguyen Huu Quyen, Nghi Hoang Khoa, Phan The Duy, Van-Hau Pham |
| 2023 | ISPEC | FedLS: An Anti-poisoning Attack Mechanism for Federated Network Intrusion Detection Systems Using Autoencoder-Based Latent Space Representations. | Tran Duc Luong, Vuong Minh Tien, Phan The Duy, Van-Hau Pham |
| 2023 | ISPEC | 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 |
| 2022 | ISPEC | Federated Intrusion Detection on Non-IID Data for IIoT Networks Using Generative Adversarial Networks and Reinforcement Learning. | Nguyen Huu Quyen, Phan The Duy, Nguyen Chi Vy, Do Thi Thu Hien, Van-Hau Pham |
| 2021 | NSS | A Secure and Privacy Preserving Federated Learning Approach for IoT Intrusion Detection System. | Phan The Duy, Huynh Nhat Hao, Huynh Minh Chu, Van-Hau Pham |
| 2021 | NSS | Federated Learning-Based Intrusion Detection in the Context of IIoT Networks: Poisoning Attack and Defense. | Nguyen Chi Vy, Nguyen Huu Quyen, Phan The Duy, Van-Hau Pham |
| 2021 | SoMeT | A Deep Transfer Learning Approach for Flow-Based Intrusion Detection in SDN-Enabled Network. | Phan The Duy, Nghi Hoang Khoa, Hoang Hiep, Nguyen Ba Tuan, Hien Do Hoang, Do Thi Thu Hien, Van-Hau Pham |