Publications
[ICSE'24] LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data (Technical Track) (CORE A*)
Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen
In: The 46th International Conference on Software Engineering (ICSE), April 14-20 (Accepted 18 out of 273 submissions)[ASE'23] Log Parsing: How Far Can ChatGPT Go? (NIER Track) (CORE A*)
Van-Hoang Le and Hongyu Zhang,
In: The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), Kirchberg, Luxembourg[ICSE'23] Log Parsing with Prompt-based Few-shot Learning (Technical Track) (CORE A*)
Van-Hoang Le and Hongyu Zhang
In: The 45th International Conference on Software Engineering (ICSE), May 14-20, 2023, pages to appear, Melbourne, Australia[Automated Software Engineering] Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs (CORE A)
Bo Zhang, Hongyu Zhang, Van-Hoang Le, P Moscato, Aozhong Zhang
In: Automated Software Engineering, 2023, Springer (Journal)[ICSE'22] Log-based Anomaly Detection with Deep Learning: How Far Are We? (Technical Track) (CORE A*)
Van-Hoang Le and Hongyu Zhang
In: The 44th International Conference on Software Engineering (ICSE), May 21-29, 2022, Pittsburgh, PA, USA[ASE'21] Log-based Anomaly Detection Without Log Parsing (Technical Track) (CORE A*)
Van-Hoang Le and Hongyu Zhang
In: The 36th IEEE/ACM International Conference on Automated Software Engineering (ASE), Nov 14-20, 2021, Melbourne, Australia[ICT Express] A survey of IoT malware and detection methods based on static features
Quoc-Dung Ngo, Huy-Trung Nguyen, Van-Hoang Le, Doan-Hieu Nguyen
In: ICT Express, 2020, Elsevier (Journal)[International Journal of Information Security] A novel graph-based approach for IoT botnet detection
Huy-Trung Nguyen, Quoc-Dung Ngo, Van-Hoang Le
In: International Journal of Information Security, Springer, 2020 (Journal)[ICT Express] PSI-rooted subgraph: A novel feature for IoT botnet detection using classifier algorithms
Huy-Trung Nguyen, Quoc-Dung Ngo, Doan-Hieu Nguyen, Van-Hoang Le
In: ICT Express, Elsevier, 2020 (Journal)[ICCCM'19] Towards a rooted subgraph classifier for IoT botnet detection
Huy-Trung Nguyen, Doan-Hieu Nguyen, Quoc-Dung Ngo, Vu-Hai Tran, Van-Hoang Le
In: The 7th International Conference on Computer and Communications Management, July 2019, Bangkok, Thailand[ICICSP] IoT botnet detection approach based on PSI graph and DGCNN classifier
Huy-Trung Nguyen, Quoc-Dung Ngo, Van-Hoang Le
In: 2018 IEEE International Conference on Information Communication and Signal Processing (ICICSP), Sep 28-30, 2010, Singapore[ICoICT'17] Towards malware detection in routers with C500-toolkit
Nghi-Phu Tran, Ngoc-Binh Nguyen, Quoc-Dung Ngo, Van-Hoang Le
In: International Conference on Information and Communication Technology, May 17-19, 2017, Melaka, Malaysia