A robust Wide & Deep learning framework for log-based anomaly detection

Open Webpage

Weina Niu, Xuhan Liao, Shiping Huang, Yudong Li, Xiaosong Zhang, Beibei Li

Published: 2024, Last Modified: 13 May 2025Appl. Soft Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An optimized algorithm is designed for log templates generation and compression.•A Wide & Deep model is designed for log-based anomaly detection.•Our method achieves higher peformance and robustness compared with existing methods.