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Van-Hoang Le

Log-based Anomaly Detection Without Log Parsing
2021 · Van-Hoang Le, Hongyu Zhang · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 367
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Log-based anomaly detection with deep learning: how far are we?
2022 · Van-Hoang Le, Hongyu Zhang · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 326
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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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Log Parsing with Prompt-based Few-shot Learning
2023 · Van-Hoang Le, Hongyu Zhang · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 165
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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
Log Parsing: How Far Can ChatGPT Go?
2023 · Van-Hoang Le, Hongyu Zhang · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 78
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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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Demonstration-Free: Towards More Practical Log Parsing with Large Language Models
2024 · Yi Xiao, Van-Hoang Le, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 46
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LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data
2024 · Xiaoyun Li, Hongyu Zhang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 38
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PreLog: A Pre-trained Model for Log Analytics
2024 · Van-Hoang Le, Hongyu Zhang · Proceedings of the ACM on Management of Data · 37
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OptLLM: Optimal Assignment of Queries to Large Language Models
2024 · Yueyue Liu, Hongyu Zhang, et al. · IEEE International Conference on Web Services (ICWS) · 28
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Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs
2022 · Bo Zhang, Hongyu Zhang, et al. · Automated Software Engineering · 23
Iot Botnet Detection Using System Call Graphs and One-Class CNN Classification
2019 · Hai-Viet Le, Quoc-Dung Ngo, et al. · International Journal of Innovative Technology and Exploring Engineering · 15
Unleashing the True Potential of Semantic-Based Log Parsing with Pre-Trained Language Models
2025 · Van-Hoang Le, Yi Xiao, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 13
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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
Towards malware detection in routers with C500-toolkit
2017 · Nghi-Phu Tran, Ngoc-Binh Nguyen, et al. · 7
Towards Universal Segmentation for Log Parsing
2026 · Van-Hoang Le, Domenico Bianculli, et al. · IEEE International Conference on Program Comprehension (ICPC)
Knowledge-Augmented Log Anomaly Detection with Large Language Models
2026 · Yongliang Tao, Hongyu Zhang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)
A Two-Stage Agent-based Framework for Network Attack Detection and Categorization in IoT
2025 · Huy-Trung Nguyen, Tran Minh Hieu, et al. · International Conference on Information Communication and Software Engineering (ICICSE)
Local Search-based Approach for Cost-effective Job Assignment on Large Language Models
2024 · Yueyue Liu, Hongyu Zhang, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion)
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Log-based anomaly detection datasets
2023 · Van-Hoang Le · Zenodo (CERN European Organization for Nuclear Research)
LogBART dataset
2022 · Van-Hoang, Le · Zenodo (CERN European Organization for Nuclear Research)
Works count: 24
Citation count: 1,700
H-index: 14
I10-index: 16
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