Nghi Hoang Khoa

28 papers B 1C 1Journal 15Unranked 11

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`	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`	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	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	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`	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
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
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`	Android Malware Category and Family Classification Using Static Analysis. ICOIN Cong-Danh Nguyen, Nghi Hoang Khoa, Khoa Nguyen-Dang Doan, Nguyen Tan Cam
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	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	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`	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	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
2022	—	`conf`	A Method of Mutating Windows Malwares using Reinforcement Learning with Functionality Preservation. SoICT Do Thi Thu Hien, The Duy Phan, Hao Le Anh, Lan Nguyen Duy, Nghi Hoang Khoa, 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`	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 Reinforcement Learning and Generative Adversarial Networks to Craft Mutants of Windows Malware against Black-box Malware Detectors. SoICT The Duy Phan, Tran Duc Luong, Nguyen Hoang Quoc An, Quyen Nguyen Huu, Nghi Hoang Khoa, Van-Hau Pham
2022	—	`conf`	UIT-ADF: A System for Android Device Forensics. ICO Nguyen Tan Cam, Pham Nhat Duy, Nghi Hoang Khoa, Le Hoang Vien, Phan Thanh Truoc, Trinh Gia Huy
2022	—	`conf`	uitXkernel: Android Kernel Forensic for Security Analysis Purposes. ICO Nguyen Tan Cam, To Ung Vu, Nghi Hoang Khoa, Van-Hau Pham
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	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	—	`conf`	Detect Android malware by using deep learning: Experiment and Evaluation. ICMLSC Nghi Hoang Khoa, Nguyen Tan Cam, Van-Hau Pham, Anh Gia-Tuan Nguyen
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`	Proposing Automatic Dataset Generation System to Support Android Sensitive Data Leakage Detection Systems. ICCAI Nguyen Tan Cam, Nghi Hoang Khoa, Le Duc Thinh, Van-Hau Pham, Tuan A. Nguyen