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Huy‐Trung Nguyen

A survey of IoT malware and detection methods based on static features
2020 · Quoc-Dung Ngo, Huy-Trung Nguyen, et al. · ICT Express · 249
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A novel graph-based approach for IoT botnet detection
2019 · Huy-Trung Nguyen, Quoc-Dung Ngo, et al. · International Journal of Information Security · 126
IoT Botnet Detection Approach Based on PSI graph and DGCNN classifier
2018 · Huy-Trung Nguyen, Quoc-Dung Ngo, et al. · International Conference on Information Communication and Signal Processing (ICICSP) · 102
An Advanced Computing Approach for IoT-Botnet Detection in Industrial Internet of Things
2022 · Tu N. Nguyen, Quoc-Dung Ngo, et al. · IEEE Transactions on Industrial Informatics · 79
PSI-rooted subgraph: A novel feature for IoT botnet detection using classifier algorithms
2020 · Huy-Trung Nguyen, Quoc-Dung Ngo, et al. · ICT Express · 60
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IoT Botnet detection based on the integration of static and dynamic vector features
2021 · Quoc-Dung Ngo, Huy-Trung Nguyen, et al. · International Conference on Communications and Electronics (ICCE) · 16
Towards a rooted subgraph classifier for IoT botnet detection
2019 · Huy-Trung Nguyen, Doan-Hieu Nguyen, et al. · International Conference on Computer and Communications Management (ICCCM) · 12
Efficient Log-based Anomaly Detection with Knowledge Distillation
2024 · Huy-Trung Nguyen, Lam-Vien Nguyen, et al. · IEEE International Conference on Web Services (ICWS) · 8
Adversarial Attack and Defense on Graph-based IoT Botnet Detection Approach
2021 · Quoc-Dung Ngo, Huy-Trung Nguyen, et al. · International Conference on Electrical, Communication, and Computer Engineering (ICECCE) · 8
Toward an approach using graph-theoretic for IoT botnet detection
2021 · Quoc-Dung Ngo, Huy-Trung Nguyen, et al. · International Conference on Computing, Networks and Internet of Things (CNIOT) · 8
Anomaly Detection in Internet of Things Based on Logs Using Machine Learning and Deep Learning Techniques
2023 · Nguyen Huy-Trung, Nguyen Viet Quoc · International Conference on Computing, Networks and Internet of Things (CNIOT) · 7
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A Graph-Based Approach for IoT Botnet Detection Using Reinforcement Learning
2020 · Quoc-Dung Ngo, Huy-Trung Nguyen, et al. · Lecture notes in computer science · 7
Web access as a service for CSA matter protocol: Bridging matter and the W3C Web of Things framework for smart home interoperability
2025 · Huy-Trung Nguyen, Van-Ha Pham, et al. · Internet of Things · 5
A static method for detecting android malware based on directed API call
2025 · Manh Vu Minh, Huy-Trung Nguyen, et al. · International Journal of Web Information Systems · 5
Towards an efficient approach using graph-based evolutionary algorithm for IoT botnet detection
2023 · Quoc-Dung Ngo, Huy-Trung Nguyen · Informatica · 4
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Benefits and Challenges of Metaverse in Education
2023 · Huy-Trung Nguyen, Quoc-Dung Ngo · Lecture notes in networks and systems · 3
Towards effectively feature graph-based IoT botnet detection via reinforcement learning
2021 · Quoc-Dung Ngo, Huy-Trung Nguyen, et al. · Journal of Intelligent & Fuzzy Systems · 3
Proposed Data Roaming Network Simulation Environment for 5g Network
2025 · Huy-Trung Nguyen, Ngoc-Quan Nguyen, et al. · International Conference on Cloud Computing and Internet of Things (CCIOT) · 2
Routing Protocol against Flooding Attack Using Median Value and Fixed Threshold
2024 · Ha T. T. Truong, Huy D. Le, et al. · Journal of Communications · 1
Cyberattack detection and prevention on resource-constrained IoT devices based on intelligent agents
2022 · Huy-Trung Nguyen, Quoc-Dung Ngo · CRC Press eBooks · 1
A Comparative Evaluation of Machine Learning Models for DDOS Detection in 5G Networks
2026 · Huy-Trung Nguyen, Ba Do Pham, et al. · International Conference on Computing, Networks and Internet of Things (CNIOT)
A novel entropy Autoencoder-Synchronized Hashing Semi-supervised network for robust Android malware identification
2026 · Huy-Trung Nguyen, Viet H. Le, et al. · Array
Towards Universal Segmentation for Log Parsing
2026 · Van-Hoang Le, Domenico Bianculli, et al. · IEEE International Conference on Program Comprehension (ICPC)
LogMerge: improved log parsing based on two-step clustering combined with low-level token processing
2025 · Viet H. Le, Huy-Trung Nguyen, et al. · International Journal of Information Technology
A Novel Network Attack Detection Platform Targeting the AMF Component in the 5G Network Infrastructure
2025 · Huy‐Trung Nguyen, Ngoc‐Quan Nguyen, et al. · Concurrency and Computation Practice and Experience
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Works count: 32
Citation count: 706
H-index: 8
I10-index: 7
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