Log Anomaly Detection Method based on Hybrid Transformer-BiLSTM Models

Author:

Ou Xuedong1,Liu Jing1

Affiliation:

1. College of Computer Science Inner Mongolia University,Hohhot,China

Publisher

IEEE

Reference6 articles.

1. Robust log-based anomaly detection on un-stable log data;zhang;the 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering,0

2. Detecting Log Anomalies with Multi-Head Attention (LAMA);guo;ArXiv,2021

3. A software system anomaly detection method based on log information and CNN-text;mei;Chin J Computers,2020

4. LogFlash: Real-time Streaming Anomaly Detection and Diagnosis from System Logs for Large-scale Software Systems

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2. Forensic Investigation of Drone Malfunctions with Transformer;2023 International Conference on Smart Systems for applications in Electrical Sciences (ICSSES);2023-07-07

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