A survey on opportunities and challenges of Blockchain technology adoption for revolutionary innovation. - Phan The Duy; Do Thi Thu Hien; Do Hoang Hien; Van-Hau Pham (SoICT, 2018)

Mitigating Flow Table Overloading Attack with Controller-based Flow Filtering Strategy in SDN. - Phan The Duy; Le Duy An; Van-Hau Pham (ICCNS, 2019)

Aloba: A Mechanism of Adaptive Load Balancing and Failure Recovery in Distributed SDN Controllers. - Phan The Duy; Do Thi Thu Hien; Huynh Phu Qui; Van-Hau Pham (ICCT, 2019)

Toward a Trust-Based Authentication Framework of Northbound Interface in Software Defined Networking. - Phan The Duy; Do Thi Thu Hien; Nguyen Van Vuong; Nguyen Ngoc Hai Au; Van-Hau Pham (INISCOM, 2019)

A Security-Enhanced Monitoring System for Northbound Interface in SDN using Blockchain. - Hien Do Hoang; Phan The Duy; Van-Hau Pham (SoICT, 2019)

Forensic analysis of TikTok application to seek digital artifacts on Android smartphone. - Nghi Hoang Khoa; Phan The Duy; Hien Do Hoang; Do Thi Thu Hien; Van-Hau Pham (RIVF, 2020)

CVSS Based Attack Analysis Using a Graphical Security Model: Review and Smart Grid Case Study. - Tan Duy Le; Mengmeng Ge 001; Phan The Duy; Hien Do Hoang; Adnan Anwar; Seng W. Loke; Razvan Beuran; Yasuo Tan (SGIoT, 2020)

A survey on Blockchain-based applications for reforming data protection, privacy and security. - Phan The Duy; Do Thi Thu Hien; Van-Hau Pham (CoRR, 2020)

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 (NSS, 2021)

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 (NSS, 2021)

Strengthening IDS against Evasion Attacks with GAN-based Adversarial Samples in SDN-enabled network. - Cao Phan Xuan Qui; Dang Hong Quang; Phan The Duy; Do Thi Thu Hien; Van-Hau Pham (RIVF, 2021)

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 (SoMeT, 2021)

DIGFuPAS: Deceive IDS with GAN and function-preserving on adversarial samples in SDN-enabled networks. - Phan The Duy; Le Khac Tien; Nghi Hoang Khoa; Do Thi Thu Hien; Anh Gia-Tuan Nguyen; Van-Hau Pham (Comput. Secur., 2021)

Fool Your Enemies: Enable Cyber Deception and Moving Target Defense for Intrusion Detection in SDN. - Phan The Duy; Hien Do Hoang; Nghi Hoang Khoa; Do Thi Thu Hien; Van-Hau Pham (ISCIT, 2022)

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 (ISCIT, 2022)

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 (ISPEC, 2022)

A Method for Flexible Definition and Automatic Implementation of Laboratory Environment in Online Training Platforms. - Do Thi Thu Hien; Hien Do Hoang; Phan The Duy; Do Thi Huong Lan; Van-Hau Pham (RIVF, 2022)

A Blockchain-based approach and Attribute-based Encryption for Healthcare Record Data Exchange. - Hien Do Hoang; Phan The Duy; Nguyen Thanh Tien; Do Thi Thu Hien; Van-Hau Pham (RIVF, 2022)

DA-GAN: Domain Adaptation for Generative Adversarial Networks-assisted Cyber Threat Detection. - Hien Do Hoang; Do Thi Thu Hien; Thai Bui Xuan; Tri Nguyen Ngoc Minh; Phan The Duy; Van-Hau Pham (RIVF, 2022)

Leveraging Deep Reinforcement Learning for Automating Penetration Testing in Reconnaissance and Exploitation Phase. - Le Van Hoang; Nguyen Xuan Nhu; To Trong Nghia; Nguyen Huu Quyen; Van-Hau Pham; Phan The Duy (RIVF, 2022)

Cyber Threat Intelligence for Proactive Defense against Adversary in SDN-assisted IIoTs context. - Nghi Hoang Khoa; Doan Minh Trung; Bui Cong Nguyen Khoa; To Thi My Au; Van-Giau Ung; Phan The Duy; Van-Hau Pham (RIVF, 2022)

Adversarial AutoEncoder and Generative Adversarial Networks for Semi-Supervised Learning Intrusion Detection System. - Ho Huy Thai; Nguyen Duc Hieu; Nguyen Van Tho; Hien Do Hoang; Phan The Duy; Van-Hau Pham (RIVF, 2022)

A federated threat hunting system with big data analysis for SDN-enabled networks. - Nghia To Trong; Hien Do Hoang; Doan Minh Trung; Phan The Duy; Van-Hau Pham (RIVF, 2022)

Leveraging Reinforcement Learning and Generative Adversarial Networks to Craft Mutants of Windows Malware against Black-box Malware Detectors. - The Duy Phan; Tran Duc Luong; Nguyen Hoang Quoc An; Quyen Nguyen Huu; Nghi Hoang Khoa; Van-Hau Pham (SoICT, 2022)

A Method of Mutating Windows Malwares using Reinforcement Learning with Functionality Preservation. - Do Thi Thu Hien; The Duy Phan; Hao Le Anh; Lan Nguyen Duy; Nghi Hoang Khoa; Van-Hau Pham (SoICT, 2022)

Leveraging Deep Learning Image Classifiers for Visual Similarity-based Phishing Website Detection. - Nguyen Bac Trinh; The Duy Phan; Van-Hau Pham (SoICT, 2022)

A Privacy-Preserving Approach For Building Learning Models in Smart Healthcare using Blockchain and Federated Learning. - Luyen Ngan Van; Anh Hoang Tuan; Duy Phan The; Tan-Khoa Vo; Van-Hau Pham (SoICT, 2022)

Intrusion Detection with Big Data Analysis in SDN-Enabled Networks. - Do Thi Thu Hien; Ba Truc Le; The Duy Phan; Thi Huong Lan Do; Do Hoang Hien; Van-Hau Pham (SoMeT, 2022)

B-DAC: A decentralized access control framework on Northbound interface for securing SDN using blockchain. - Phan The Duy; Hien Do Hoang; Do Thi Thu Hien; Anh Gia-Tuan Nguyen; Van-Hau Pham (J. Inf. Secur. Appl., 2022)

MIDAS: A Multi-chain Interoperable Data and Access System for Healthcare. - Bui Kim Ngan Nguyen; Binh Thuc Tram Nguyen; Tuan-Dung Tran; Phan The Duy; Van-Hau Pham (CSoNet, 2023)

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 (GLOBECOM, 2023)

A Consensus Protocol for Incentivizing Contribution from Decentralized Community for Machine Learning-based Scamming Website Detection. - Vo Truong Trung Hieu; Truong Thi Hoang Hao; Le Xuan Hoang; Doan Minh Trung; Phan The Duy; Van-Hau Pham (ICSSE, 2023)

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 (ISPEC, 2023)

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 (ISPEC, 2023)

MalDEX: An Explainable Malware Detection System Based on Ensemble Learning. - Trong-Nghia To; Hien Do Hoang; Phan The Duy; Van-Hau Pham (MAPR, 2023)

On the effectiveness of transferability of adversarial Android malware samples against learning-based detectors. - Doan Minh Trung; Nghi Hoang Khoa; Dang Bui Tan Hai; Phan The Duy; Nguyen Tan Cam; Van-Hau Pham (MAPR, 2023)

DeFL-BC: Empowering Reliable Cyberattack Detection through Decentralized Federated Learning and Poisoning Attack Defense. - Phan The Duy; Tuan-Dung Tran; Hoang Nguyen Duy; Hien Do Hoang; Van-Hau Pham (RIVF, 2023)

WebGuardRL: An Innovative Reinforcement Learning-based Approach for Advanced Web Attack Detection. - Hien Do Hoang; Ha Nguyen Thi Hai; Hien Do Thi Thu; The Duy Phan; Van-Hau Pham (SoICT, 2023)

BlazeSearch: A multimomal semantic search engine for retrieving in-video information for AI Challenge HCMC 2023. - Son Ngo Duc Hoang; Anh Bui Vuong Tam; Phuoc Phan Hoang; Giang Tran Thi Cam; Thinh Nguyen Hung; Quyen Nguyen Huu; Duy Phan The; Van-Hau Pham (SoICT, 2023)

Contextual Language Model and Transfer Learning for Reentrancy Vulnerability Detection in Smart Contracts. - Bang Lê Hong; Thang Lê Duc; Trung Doàn Minh; Tuan-Dung Tran; Duy Phan The; Van-Hau Pham (SoICT, 2023)

Binary Representation Embedding and Deep Learning For Binary Code Similarity Detection in Software Security Domain. - Thinh Nguyen Hung; Hai Nguyen Phuc; Khoa Tran Dinh; Nhan Le Tran Thanh; Nghia To Trong; Khoa Ngo-Khanh; Duy Phan The; Van-Hau Pham (SoICT, 2023)

DoppelSearch: A Novel Approach to Content-Based Video Retrieval for AI Challenge HCMC 2023. - Phong Phan Nguyen Huu; Khoa Tran Dinh; Ngan Tran Kim Ngoc; Tran Duc Luong; Phuc Le Hoang; Quyen Nguyen Huu; Duy Phan The; Van-Hau Pham (SoICT, 2023)

Shark-Eyes: A multimodal fusion framework for multi-view-based phishing website detection. - Minh Vo Quang; Dang Bui Tan Hai; Ngan Tran Kim Ngoc; Son Ngo Duc Hoang; Quyen Nguyen Huu; Duy Phan The; Van-Hau Pham (SoICT, 2023)

XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN. - Huynh Thai Thi; Ngo Duc Hoang Son; Phan The Duy; Nghi Hoang Khoa; Khoa Ngo-Khanh; Van-Hau Pham (CoRR, 2023)

Investigating on the robustness of flow-based intrusion detection system against adversarial samples using Generative Adversarial Networks. - Phan The Duy; Nghi Hoang Khoa; Do Thi Thu Hien; Hien Do Hoang; Van-Hau Pham (J. Inf. Secur. Appl., 2023)

FedChain-Hunter: A reliable and privacy-preserving aggregation for federated threat hunting framework in SDN-based IIoT. - Phan The Duy; Nguyen Huu Quyen; Nghi Hoang Khoa; Tuan-Dung Tran; Van-Hau Pham (Internet Things, 2023)

An empirical study on the impact of graph representations for code vulnerability detection using graph learning. - Le Tran Gia Lac; Nguyen Cao Cuong; Ngo Duc Hoang Son; Van-Hau Pham; Phan The Duy (MAPR, 2024)

Towards Transparent Spam Detection: Sentinel Call - A Distributed Ledger Solution for Call Filtering. - Tuan-Dung Tran; Nguyen Anh Tai; Tran The Anh; Phan The Duy; Van-Hau Pham (MAPR, 2024)

Investigating the Robustness Against Transferable Adversarial Attacks of Learning-Based Network Intrusion Detection System. - Phuoc-Sang Dang; Phan The Duy; Van-Hau Pham (RIVF, 2024)

An Attention-Based Intrusion Detection System with Incremental Online Learning Approach for Unmasking Evolving Cyber Threats. - Ba Truc Le; Van-Giau Ung; Phan The Duy; Van-Hau Pham (RIVF, 2024)

BinShoo: Binary Code Similarity Detection Using Optimized Function Embedding and Siamese Neural Network. - Khoa Ngo-Khanh; Hai Nguyen Phuc; Do Thi Thu Hien; Van-Hau Pham; Phan The Duy (RIVF, 2024)

A Study on Adversarial Attacks for Benchmarking Deep Learning-Based Web Application Firewalls. - Nguyen Ngoc Thanh; Van-Giau Ung; Phan The Duy; Van-Hau Pham (RIVF, 2024)

A Study on Adversarial Sample Resistance and Defense Mechanism for Multimodal Learning-Based Phishing Website Detection. - Phan The Duy; Vo Quang Minh; Dang Bui Tan Hai; Ngo Duc Hoang Son; Nguyen Huu Quyen; Van-Hau Pham (IEEE Access, 2024)

A Coverage-Guided Fuzzing Method for Automatic Software Vulnerability Detection Using Reinforcement Learning-Enabled Multi-Level Input Mutation. - Van-Hau Pham; Do Thi Thu Hien; Nguyen Phuc Chuong; Pham Thanh Thai; Phan The Duy (IEEE Access, 2024)

Raiju: Reinforcement learning-guided post-exploitation for automating security assessment of network systems. - Van-Hau Pham; Hien Do Hoang; Phan Thanh Trung; Van Dinh Quoc; Trong-Nghia To; Phan The Duy (Comput. Networks, 2024)

Fed-Evolver: An automated evolving approach for federated Intrusion Detection System using adversarial autoencoder in SDN-enabled networks. - Phan The Duy; Do Thi Thu Hien; Tran Duc Luong; Nguyen Huu Quyen; Van-Hau Pham (Internet Things, 2024)

Fed-LSAE: Thwarting poisoning attacks against federated cyber threat detection system via Autoencoder-based latent space inspection. - Tran Duc Luong; Vuong Minh Tien; Nguyen Huu Quyen; Do Thi Thu Hien; Phan The Duy; Van-Hau Pham (J. Inf. Secur. Appl., 2024)

AAGAN: Android Malware Generation System Based on Generative Adversarial Network. - Doan Minh Trung; Nghi Hoang Khoa; Phan The Duy; Van-Hau Pham; Nguyen Tan Cam (Vietnam. J. Comput. Sci., 2024)

Defect-scanner: a comparative empirical study on language model and deep learning approach for software vulnerability detection. - Van-Hau Pham; Do Thi Thu Hien; Hien Do Hoang; Phan The Duy (Int. J. Inf. Sec., 2024)

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 (ACIIDS (1), 2025)

FedKD-IDS: A robust intrusion detection system using knowledge distillation-based semi-supervised federated learning and anti-poisoning attack mechanism. - Nguyen Huu Quyen; Phan The Duy; Ngo Thao Nguyen; Nghi Hoang Khoa; Van-Hau Pham (Inf. Fusion, 2025)

XGV-BERT: Leveraging contextualized language model and graph neural network for efficient software vulnerability detection. - Vu Le Anh Quan; Chau Thuan Phat; Kiet Van Nguyen; Phan The Duy; Van-Hau Pham (J. Supercomput., 2025)

Vulnsense: efficient vulnerability detection in ethereum smart contracts by multimodal learning with graph neural network and language model. - Phan The Duy; Nghi Hoang Khoa; Nguyen Huu Quyen; Le Cong Trinh; Vu Trung Kien; Trinh Minh Hoang; Van-Hau Pham (Int. J. Inf. Sec., 2025)

On the effectiveness of adversarial samples against ensemble learning-based windows PE malware detectors. - Trong-Nghia To; Danh Le Kim; Do Thi Thu Hien; Nghi Hoang Khoa; Hien Do Hoang; Phan The Duy; Van-Hau Pham (Int. J. Inf. Sec., 2025)

PoFQ: a blockchain consensus protocol for decentralized federated learning-based threat hunting approach in a trustless computing landscape. - Vo Truong Trung Hieu; Nguyen Huu Quyen; Hien Do Hoang; Phan The Duy; Van-Hau Pham (Clust. Comput., 2025)