Phan The Duy - RankMe

73 papers B 7C 4Journal 32Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Android malware detection by using graph optimization of static features based on pre-trained language models. Inf. Softw. Technol. Nghi Hoang Khoa, Doan Minh Trung, Duong The Dat, Phan The Duy, Van-Hau Pham, Nguyen Tan Cam
2026	J	`jnl`	ORACAL: A Robust and Explainable Multimodal Framework for Smart Contract Vulnerability Detection with Causal Graph Enrichment. CoRR Tran Duong Minh Dai, Triet Huynh Minh Le, M. Ali Babar, Van-Hau Pham, Phan The Duy
2026	J	`jnl`	PenTiDef: Enhancing Privacy and Robustness in Decentralized Federated Intrusion Detection Systems against Poisoning Attacks. CoRR Phan The Duy, Nghi Hoang Khoa, Nguyen Tran Anh Quan, Luong Ha Tien, Ngo Duc Hoang Son, Van-Hau Pham
2026	J	`jnl`	Red-MIRROR: Agentic LLM-based Autonomous Penetration Testing with Reflective Verification and Knowledge-augmented Interaction. CoRR Tran Vy Khang, Nguyen Dang Nguyen Khang, Nghi Hoang Khoa, Do Thi Thu Hien, Van-Hau Pham, Phan The Duy
2026	J	`jnl`	The fire tries gold: Evaluating pre-trained language models for multi-label vulnerability detection in ethereum smart contracts. J. Syst. Softw. Kien Luu Trung, Doan Minh Trung, Tuan-Dung Tran, Phan The Duy, Van-Hau Pham
2026	J	`jnl`	xPriMES: Explainable reinforcement learning-guided mutation strategy with dual-environment interaction for evading black-box malware detectors. Inf. Softw. Technol. Phan The Duy, Nguyen Manh Cuong, Ha Trieu Yen Vy, Le Tuan Luong, Nguyen Tran Duc Anh, Nghi Hoang Khoa, Van-Hau Pham
2025	—	`conf`	An Empirical Review of the Effectiveness of Different Language Processing Approaches in Software Code Vulnerability Detection. ACIIDS (1) 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	J	`jnl`	DMLDroid: Deep Multimodal Fusion Framework for Android Malware Detection with Resilience to Code Obfuscation and Adversarial Perturbations. CoRR Doan Minh Trung, Tien Duc Anh Hao, Luong Hoang Minh, Nghi Hoang Khoa, Nguyen Tan Cam, Van-Hau Pham, Phan The Duy
2025	J	`jnl`	FedKD-IDS: A robust intrusion detection system using knowledge distillation-based semi-supervised federated learning and anti-poisoning attack mechanism. Inf. Fusion Nguyen Huu Quyen, Phan The Duy, Ngo Thao Nguyen, Nghi Hoang Khoa, Van-Hau Pham
2025	B	`conf`	FraudTrace: Verifying Fraudulent News to Prevent Online Scam Campaigns via a Multi-agent LLM-Based System. NSS Nguyen Hoang Phuc, Dang Bui Tan Hai, Nguyen Huu Quyen, Phan The Duy
2025	—	`conf`	GSQLi: A GAN-based Approach for Adversarial SQL Injection Sample Generation against WAF. ICCAI Le Minh Khan, Hien Do Hoang, Khoa Ngo-Khanh, Phan The Duy, Van-Hau Pham
2025	B	`conf`	Leveraging LLM Agents for Autonomous Web Penetration Testing Targeting SQL Injection Vulnerability. IEEE Big Data Phong Tran Thanh, Phuc Nguyen Le Bao, Trong-Nghia To, Van-Hau Pham, Phan The Duy
2025	B	`conf`	Multimodal Learning with LLM-Fusion Head for Android Malware Detection: Enhancing Cross-Modality Robustness Against Obfuscation and Adversarial Samples. NSS Luong Hoang Minh, Duong The Dat, Dang Bui Tan Hai, Le Duc Thinh, Doan Minh Trung, Phan The Duy
2025	J	`jnl`	On the effectiveness of adversarial samples against ensemble learning-based windows PE malware detectors. Int. J. Inf. Sec. Trong-Nghia To, Danh Le Kim, Do Thi Thu Hien, Nghi Hoang Khoa, Hien Do Hoang, Phan The Duy, Van-Hau Pham
2025	J	`jnl`	PoFQ: a blockchain consensus protocol for decentralized federated learning-based threat hunting approach in a trustless computing landscape. Clust. Comput. Vo Truong Trung Hieu, Nguyen Huu Quyen, Hien Do Hoang, Phan The Duy, Van-Hau Pham
2025	J	`jnl`	Vulnsense: efficient vulnerability detection in ethereum smart contracts by multimodal learning with graph neural network and language model. Int. J. Inf. Sec. Phan The Duy, Nghi Hoang Khoa, Nguyen Huu Quyen, Le Cong Trinh, Vu Trung Kien, Trinh Minh Hoang, Van-Hau Pham
2025	B	`conf`	X-AdvIDS: A Framework for Assessing and Improving the Adversarial Robustness of Intrusion Detection Systems with Explainability-Guided Mutation and Analysis. NSS Phan The Duy, Truong Thi Hoang Hao, Nguyen Viet Hoang, Nguyen Duc Trung, Le Duc Thinh, Doan Minh Trung, Van-Hau Pham
2025	J	`jnl`	XGV-BERT: Leveraging contextualized language model and graph neural network for efficient software vulnerability detection. J. Supercomput. Vu Le Anh Quan, Chau Thuan Phat, Kiet Van Nguyen, Phan The Duy, Van-Hau Pham
2025	J	`jnl`	xOffense: An AI-driven autonomous penetration testing framework with offensive knowledge-enhanced LLMs and multi agent systems. CoRR Phung Duc Luong, Le Tran Gia Bao, Nguyen Vu Khai Tam, Dong Huu Nguyen Khoa, Nguyen Huu Quyen, Van-Hau Pham, Phan The Duy
2024	J	`jnl`	A Coverage-Guided Fuzzing Method for Automatic Software Vulnerability Detection Using Reinforcement Learning-Enabled Multi-Level Input Mutation. IEEE Access Van-Hau Pham, Do Thi Thu Hien, Nguyen Phuc Chuong, Pham Thanh Thai, Phan The Duy
2024	—	`conf`	A Study on Adversarial Attacks for Benchmarking Deep Learning-Based Web Application Firewalls. RIVF Nguyen Ngoc Thanh, Van-Giau Ung, Phan The Duy, Van-Hau Pham
2024	J	`jnl`	A Study on Adversarial Sample Resistance and Defense Mechanism for Multimodal Learning-Based Phishing Website Detection. IEEE Access Phan The Duy, Vo Quang Minh, Dang Bui Tan Hai, Ngo Duc Hoang Son, Nguyen Huu Quyen, Van-Hau Pham
2024	J	`jnl`	AAGAN: Android Malware Generation System Based on Generative Adversarial Network. Vietnam. J. Comput. Sci. Doan Minh Trung, Nghi Hoang Khoa, Phan The Duy, Van-Hau Pham, Nguyen Tan Cam
2024	—	`conf`	An Attention-Based Intrusion Detection System with Incremental Online Learning Approach for Unmasking Evolving Cyber Threats. RIVF Ba Truc Le, Van-Giau Ung, Phan The Duy, Van-Hau Pham
2024	—	`conf`	An empirical study on the impact of graph representations for code vulnerability detection using graph learning. MAPR Le Tran Gia Lac, Nguyen Cao Cuong, Ngo Duc Hoang Son, Van-Hau Pham, Phan The Duy
2024	—	`conf`	BinShoo: Binary Code Similarity Detection Using Optimized Function Embedding and Siamese Neural Network. RIVF Khoa Ngo-Khanh, Hai Nguyen Phuc, Do Thi Thu Hien, Van-Hau Pham, Phan The Duy
2024	J	`jnl`	Defect-scanner: a comparative empirical study on language model and deep learning approach for software vulnerability detection. Int. J. Inf. Sec. Van-Hau Pham, Do Thi Thu Hien, Hien Do Hoang, Phan The Duy
2024	J	`jnl`	Fed-Evolver: An automated evolving approach for federated Intrusion Detection System using adversarial autoencoder in SDN-enabled networks. Internet Things Phan The Duy, Do Thi Thu Hien, Tran Duc Luong, Nguyen Huu Quyen, Van-Hau Pham
2024	J	`jnl`	Fed-LSAE: Thwarting poisoning attacks against federated cyber threat detection system via Autoencoder-based latent space inspection. J. Inf. Secur. Appl. Tran Duc Luong, Vuong Minh Tien, Nguyen Huu Quyen, Do Thi Thu Hien, Phan The Duy, Van-Hau Pham
2024	—	`conf`	Investigating the Robustness Against Transferable Adversarial Attacks of Learning-Based Network Intrusion Detection System. RIVF Phuoc-Sang Dang, Phan The Duy, Van-Hau Pham
2024	J	`jnl`	Raiju: Reinforcement learning-guided post-exploitation for automating security assessment of network systems. Comput. Networks Van-Hau Pham, Hien Do Hoang, Phan Thanh Trung, Van Dinh Quoc, Trong-Nghia To, Phan The Duy
2024	—	`conf`	Towards Transparent Spam Detection: Sentinel Call - A Distributed Ledger Solution for Call Filtering. MAPR Tuan-Dung Tran, Nguyen Anh Tai, Tran The Anh, Phan The Duy, Van-Hau Pham
2023	—	`conf`	A Consensus Protocol for Incentivizing Contribution from Decentralized Community for Machine Learning-based Scamming Website Detection. ICSSE Vo Truong Trung Hieu, Truong Thi Hoang Hao, Le Xuan Hoang, Doan Minh Trung, Phan The Duy, Van-Hau Pham
2023	B	`conf`	A Multimodal Deep Learning Approach for Efficient Vulnerability Detection in Smart Contracts. GLOBECOM Le Cong Trinh, Vu Trung Kien, Trinh Minh Hoang, Nguyen Huu Quyen, Nghi Hoang Khoa, Phan The Duy, Van-Hau Pham
2023	—	`conf`	DeFL-BC: Empowering Reliable Cyberattack Detection through Decentralized Federated Learning and Poisoning Attack Defense. RIVF Phan The Duy, Tuan-Dung Tran, Hoang Nguyen Duy, Hien Do Hoang, Van-Hau Pham
2023	J	`jnl`	Fed-LSAE: Thwarting Poisoning Attacks against Federated Cyber Threat Detection System via Autoencoder-based Latent Space Inspection. CoRR Tran Duc Luong, Vuong Minh Tien, Nguyen Huu Quyen, Do Thi Thu Hien, Phan The Duy, Van-Hau Pham
2023	J	`jnl`	FedChain-Hunter: A reliable and privacy-preserving aggregation for federated threat hunting framework in SDN-based IIoT. Internet Things Phan The Duy, Nguyen Huu Quyen, Nghi Hoang Khoa, Tuan-Dung Tran, Van-Hau Pham
2023	C	`conf`	FedLS: An Anti-poisoning Attack Mechanism for Federated Network Intrusion Detection Systems Using Autoencoder-Based Latent Space Representations. ISPEC Tran Duc Luong, Vuong Minh Tien, Phan The Duy, Van-Hau Pham
2023	J	`jnl`	Investigating on the robustness of flow-based intrusion detection system against adversarial samples using Generative Adversarial Networks. J. Inf. Secur. Appl. Phan The Duy, Nghi Hoang Khoa, Do Thi Thu Hien, Hien Do Hoang, Van-Hau Pham
2023	—	`conf`	MIDAS: A Multi-chain Interoperable Data and Access System for Healthcare. CSoNet Bui Kim Ngan Nguyen, Binh Thuc Tram Nguyen, Tuan-Dung Tran, Phan The Duy, Van-Hau Pham
2023	—	`conf`	MalDEX: An Explainable Malware Detection System Based on Ensemble Learning. MAPR Trong-Nghia To, Hien Do Hoang, Phan The Duy, Van-Hau Pham
2023	J	`jnl`	On the Effectiveness of Adversarial Samples against Ensemble Learning-based Windows PE Malware Detectors. CoRR Trong-Nghia To, Danh Le Kim, Do Thi Thu Hien, Nghi Hoang Khoa, Hien Do Hoang, Phan The Duy, Van-Hau Pham
2023	—	`conf`	On the effectiveness of transferability of adversarial Android malware samples against learning-based detectors. MAPR Doan Minh Trung, Nghi Hoang Khoa, Dang Bui Tan Hai, Phan The Duy, Nguyen Tan Cam, Van-Hau Pham
2023	J	`jnl`	Raijū: Reinforcement Learning-Guided Post-Exploitation for Automating Security Assessment of Network Systems. CoRR Van-Hau Pham, Hien Do Hoang, Phan Thanh Trung, Van Dinh Quoc, Trong-Nghia To, Phan The Duy
2023	J	`jnl`	VulnSense: Efficient Vulnerability Detection in Ethereum Smart Contracts by Multimodal Learning with Graph Neural Network and Language Model. CoRR Phan The Duy, Nghi Hoang Khoa, Nguyen Huu Quyen, Le Cong Trinh, Vu Trung Kien, Trinh Minh Hoang, Van-Hau Pham
2023	C	`conf`	XFedGraph-Hunter: An Interpretable Federated Learning Framework for Hunting Advanced Persistent Threat in Provenance Graph. ISPEC Ngo Duc Hoang Son, Huynh Thai Thi, Phan The Duy, Van-Hau Pham
2023	J	`jnl`	XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN. CoRR Huynh Thai Thi, Ngo Duc Hoang Son, Phan The Duy, Nghi Hoang Khoa, Khoa Ngo-Khanh, Van-Hau Pham
2023	J	`jnl`	XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection. CoRR Vu Le Anh Quan, Chau Thuan Phat, Kiet Van Nguyen, Phan The Duy, Van-Hau Pham
2022	—	`conf`	A Blockchain-based approach and Attribute-based Encryption for Healthcare Record Data Exchange. RIVF Hien Do Hoang, Phan The Duy, Nguyen Thanh Tien, Do Thi Thu Hien, Van-Hau Pham
2022	—	`conf`	A Method for Flexible Definition and Automatic Implementation of Laboratory Environment in Online Training Platforms. RIVF Do Thi Thu Hien, Hien Do Hoang, Phan The Duy, Do Thi Huong Lan, Van-Hau Pham
2022	—	`conf`	A federated threat hunting system with big data analysis for SDN-enabled networks. RIVF Nghia To Trong, Hien Do Hoang, Doan Minh Trung, Phan The Duy, Van-Hau Pham
2022	—	`conf`	Adversarial AutoEncoder and Generative Adversarial Networks for Semi-Supervised Learning Intrusion Detection System. RIVF Ho Huy Thai, Nguyen Duc Hieu, Nguyen Van Tho, Hien Do Hoang, Phan The Duy, Van-Hau Pham
2022	J	`jnl`	B-DAC: A decentralized access control framework on Northbound interface for securing SDN using blockchain. J. Inf. Secur. Appl. Phan The Duy, Hien Do Hoang, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham
2022	—	`conf`	Cyber Threat Intelligence for Proactive Defense against Adversary in SDN-assisted IIoTs context. RIVF Nghi Hoang Khoa, Doan Minh Trung, Bui Cong Nguyen Khoa, To Thi My Au, Van-Giau Ung, Phan The Duy, Van-Hau Pham
2022	—	`conf`	DA-GAN: Domain Adaptation for Generative Adversarial Networks-assisted Cyber Threat Detection. RIVF Hien Do Hoang, Do Thi Thu Hien, Thai Bui Xuan, Tri Nguyen Ngoc Minh, Phan The Duy, Van-Hau Pham
2022	C	`conf`	Federated Intrusion Detection on Non-IID Data for IIoT Networks Using Generative Adversarial Networks and Reinforcement Learning. ISPEC Nguyen Huu Quyen, Phan The Duy, Nguyen Chi Vy, Do Thi Thu Hien, Van-Hau Pham
2022	—	`conf`	Federated Learning-Based Cyber Threat Hunting for APT Attack Detection in SDN-Enabled Networks. ISCIT Huynh Thai Thi, Ngo Duc Hoang Son, Phan The Duy, Van-Hau Pham
2022	—	`conf`	Fool Your Enemies: Enable Cyber Deception and Moving Target Defense for Intrusion Detection in SDN. ISCIT Phan The Duy, Hien Do Hoang, Nghi Hoang Khoa, Do Thi Thu Hien, Van-Hau Pham
2022	—	`conf`	Leveraging Deep Reinforcement Learning for Automating Penetration Testing in Reconnaissance and Exploitation Phase. RIVF Le Van Hoang, Nguyen Xuan Nhu, To Trong Nghia, Nguyen Huu Quyen, Van-Hau Pham, Phan The Duy
2021	C	`conf`	A Deep Transfer Learning Approach for Flow-Based Intrusion Detection in SDN-Enabled Network. SoMeT Phan The Duy, Nghi Hoang Khoa, Hoang Hiep, Nguyen Ba Tuan, Hien Do Hoang, Do Thi Thu Hien, Van-Hau Pham
2021	B	`conf`	A Secure and Privacy Preserving Federated Learning Approach for IoT Intrusion Detection System. NSS Phan The Duy, Huynh Nhat Hao, Huynh Minh Chu, Van-Hau Pham
2021	J	`jnl`	B-DAC: A Decentralized Access Control Framework on Northbound Interface for Securing SDN Using Blockchain. CoRR Phan The Duy, Hien Do Hoang, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham
2021	J	`jnl`	DIGFuPAS: Deceive IDS with GAN and function-preserving on adversarial samples in SDN-enabled networks. Comput. Secur. Phan The Duy, Le Khac Tien, Nghi Hoang Khoa, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham
2021	B	`conf`	Federated Learning-Based Intrusion Detection in the Context of IIoT Networks: Poisoning Attack and Defense. NSS Nguyen Chi Vy, Nguyen Huu Quyen, Phan The Duy, Van-Hau Pham
2021	—	`conf`	Strengthening IDS against Evasion Attacks with GAN-based Adversarial Samples in SDN-enabled network. RIVF Cao Phan Xuan Qui, Dang Hong Quang, Phan The Duy, Do Thi Thu Hien, Van-Hau Pham
2020	J	`jnl`	A survey on Blockchain-based applications for reforming data protection, privacy and security. CoRR Phan The Duy, Do Thi Thu Hien, Van-Hau Pham
2020	—	`conf`	CVSS Based Attack Analysis Using a Graphical Security Model: Review and Smart Grid Case Study. SGIoT Tan Duy Le, Mengmeng Ge, Phan The Duy, Hien Do Hoang, Adnan Anwar, Seng W. Loke, Razvan Beuran, Yasuo Tan
2020	—	`conf`	Forensic analysis of TikTok application to seek digital artifacts on Android smartphone. RIVF Nghi Hoang Khoa, Phan The Duy, Hien Do Hoang, Do Thi Thu Hien, Van-Hau Pham
2019	—	`conf`	A Security-Enhanced Monitoring System for Northbound Interface in SDN using Blockchain. SoICT Hien Do Hoang, Phan The Duy, Van-Hau Pham
2019	—	`conf`	Aloba: A Mechanism of Adaptive Load Balancing and Failure Recovery in Distributed SDN Controllers. ICCT Phan The Duy, Do Thi Thu Hien, Huynh Phu Qui, Van-Hau Pham
2019	—	`conf`	Mitigating Flow Table Overloading Attack with Controller-based Flow Filtering Strategy in SDN. ICCNS Phan The Duy, Le Duy An, Van-Hau Pham
2019	—	`conf`	Toward a Trust-Based Authentication Framework of Northbound Interface in Software Defined Networking. INISCOM Phan The Duy, Do Thi Thu Hien, Nguyen Van Vuong, Nguyen Ngoc Hai Au, Van-Hau Pham
2018	—	`conf`	A survey on opportunities and challenges of Blockchain technology adoption for revolutionary innovation. SoICT Phan The Duy, Do Thi Thu Hien, Do Hoang Hien, Van-Hau Pham