Anomaly Detection in Unstructured Logs Using Attention-based Bi-LSTM Network

Author:

Yu Dongqing,Hou Xiaowei,Li Ce,Lv Qiujian,Wang Yan,Li Ning

Publisher

IEEE

Reference22 articles.

1. Robust log-based anomaly detection on unstable log data

2. Log analytics for dependable enterprise telephony;chen;Proc of the 9th European Dependable Computing Conf IEEE,0

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1. An Enhancing Timeseries Anomaly Detection Using LSTM and Bi-LSTM Architectures;2024 11th International Conference on Wireless Networks and Mobile Communications (WINCOM);2024-07-23

2. Landscape and Taxonomy of Online Parser-Supported Log Anomaly Detection Methods;IEEE Access;2024

3. Deep learning for anomaly detection in log data: A survey;Machine Learning with Applications;2023-06

4. Log Based Anomaly Detection: Relation Between The Logs;2023 International Conference on Networking and Communications (ICNWC);2023-04-05

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