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Phan The Duy

University of Information Technology

14H-index
123Paper Count
671Citation Count
Published Papers 18
Publication Date
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PoCForge: A closed-loop multi-agent framework for autonomous exploit synthesis and verification
errApplied Soft Computing
IF6.6
err2026-10-17
err0
PREAI
errNguyen Hoang Duy; Le Vu Ca; Hien Do Hoang; Van-Hau Pham; Phan The Duy
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ContractShield: Bridging semantic-structural gaps via hierarchical cross-modal fusion for multi-label vulnerability detection in obfuscated smart contracts
errEngineering Applications of Artificial Intelligence
IF8
err2026-09-27
err0
PREAI
errMinh-Dai Tran-Duong; Nguyen Hai Phong; Nguyen Chi Thanh; Doan Minh Trung; Tram Truong-Huu; Van-Hau Pham; Phan The Duy
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errSave
DMLDroid: Deep multimodal fusion framework for Android malware detection with resilience to code obfuscation and adversarial perturbations
errJournal of Network and Computer Applications
IF8
err2026-08-31
err0
PREAI
errDoan Minh Trung; Tien Duc Anh Hao; Luong Hoang Minh; Nghi Hoang Khoa; Nguyen Tan Cam; Van-Hau Pham; Phan The Duy
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errSave
Poisoning the Swarm: Evaluating data-level vulnerabilities in decentralized Internet of Medical Things-enabled healthcare networks
errComputers and Electrical Engineering
IF4.9
err2026-06-19
err0
PREAI
errNgo Duc Hoang Son; Vuong Dinh Thanh Ngan; Le Minh Nha; Tran Duc Luong; Van-Hau Pham; Phan The Duy
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errSave
AutoWAFuzzer: An adaptive framework for web application firewall penetration testing with multi-agent system and RAG-enabled reinforcement learning
errExpert Systems with Applications
IF7.5
err2026-04-23
err0
PREAI
errPhan The Duy; Nguyen Ngoc Thanh; Pham Cong Lap; Van-Giau Ung; Khanh-Khoa Ngo; Tram Truong-Huu; Van-Hau Pham
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errSave
P4P: A probe-guided anti-poisoning defense for federated learning-based intrusion detection in IoT networks under non-IID data
errJournal of Network and Computer Applications
IF8
err2026-04-23
err0
PREAI
errThai Tuan Khang; Tran Huu Duc; Dang Van Huynh; Van-Hau Pham; Phan The Duy
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errSave
Android malware detection by using graph optimization of static features based on pre-trained language models
errInformation and Software Technology
IF4.3
err2026-01-06
err0
PREAI
errNghi Hoang Khoa; Doan Minh Trung; Duong The Dat; Phan The Duy; Van-Hau Pham; Nguyen Tan Cam
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errSave
xPriMES: Explainable reinforcement learning-guided mutation strategy with dual-environment interaction for evading black-box malware detectors
errInformation and Software Technology
IF4.3
err2026-01-05
err0
PREAI
errPhan The Duy; Nguyen Manh Cuong; Ha Trieu Yen Vy; Le Tuan Luong; Nguyen Tran Duc Anh; Nghi Hoang Khoa; Van-Hau Pham
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errSave
The fire tries gold: Evaluating pre-trained language models for multi-label vulnerability detection in ethereum smart contracts
errJournal of Systems and Software
IF4.1
err2025-09-22
err0
PREAI
errTrung Kien Luu; Doan Minh Trung; Tuan-Dung Tran; Phan The Duy; Van-Hau Pham
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errSave
XGV-BERT: Leveraging contextualized language model and graph neural network for efficient software vulnerability detection
errJOURNAL OF SUPERCOMPUTING
IF2.7
err2025-04-16
err0
PREAI
errQuan, Vu Le Anh; Phat, Chau Thuan; Nguyen, Kiet Van; Duy, Phan The; Pham, Van-Hau
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errSave
Fed-Evolver: An automated evolving approach for federated Intrusion Detection System using adversarial autoencoder in SDN-enabled networks
errINTERNET OF THINGS
IF7.6
err2024-12-01
err0
PREAI
errDuy, Phan The; Hien, Do Thi Thu; Luong, Tran Duc; Quyen, Nguyen Huu; Pham, Van-Hau
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errSave
Fed-LSAE: Thwarting poisoning attacks against federated cyber threat detection system via Autoencoder-based latent space inspection
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2024-12-01
err0
errOAAI
errLuong, Tran Duc; Tien, Vuong Minh; Quyen, Nguyen Huu; Hien, Do Thi Thu; Duy, Phan The; Pham, Van-Hau
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errSave
A Study on Adversarial Sample Resistance and Defense Mechanism for Multimodal Learning-Based Phishing Website Detection
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errDuy, Phan The; Minh, Vo Quang; Dang, Bui Tan Hai; Son, Ngo Duc Hoang; Quyen, Nguyen Huu; Pham, Van-Hau
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errSave
A Coverage-Guided Fuzzing Method for Automatic Software Vulnerability Detection Using Reinforcement Learning-Enabled Multi-Level Input Mutation
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errPham, Van-Hau; Hien, Do Thi Thu; Chuong, Nguyen Phuc; Thai, Pham Thanh; Duy, Phan The
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errSave
FedChain-Hunter: A reliable and privacy-preserving aggregation for federated threat hunting framework in SDN-based IIoT
errINTERNET OF THINGS
IF7.6
err2023-12-01
err5
PREAI
errDuy, Phan The; Quyen, Nguyen Huu; Khoa, Nghi Hoang; Tran, Tuan-Dung; Pham, Van-Hau
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errSave
Investigating on the robustness of flow-based intrusion detection system against adversarial samples using Generative Adversarial Networks
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2023-05-01
err14
PREAI
errDuy, Phan The; Khoa, Nghi Hoang; Hien, Do Thi Thu; Hoang, Hien Do; Pham, Van-Hau
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errSave
B-DAC: A decentralized access control framework on Northbound interface for securing SDN using blockchain
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2022-02-01
err7
errOAAI
errPhan The Duy; Hien Do Hoang; Do Thi Thu Hien; Anh Gia-Tuan Nguyen; Van-Hau Pham
errShare
errSave
DIGFuPAS: Deceive IDS with GAN and function-preserving on adversarial samples in SDN-enabled networks
errCOMPUTERS & SECURITY
IF5.4
err2021-10-01
err27
PREAI
errPhan The Duy; Le Khac Tien; Nghi Hoang Khoa; Do Thi Thu Hien; Anh Gia-Tuan Nguyen; Van-Hau Pham
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errSave

Research Directions

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Co-authors
Cooperation Journals
V
Võ Quang Minh
H-index: 19 · Papers: 180
T
Tram Truong-Huu
H-index: 18 · Papers: 83
K
Kiet Van Nguyen
H-index: 17 · Papers: 189
V
Van-Hau Pham
H-index: 14 · Papers: 166
D
Dang Van Huynh
H-index: 13 · Papers: 41
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