LogGD:Detecting Anomalies from System Logs by Graph Neural Networks

International Conference on Software Quality, Reliability and Security (QRS), 2022

16 September 2022

Papers citing "LogGD:Detecting Anomalies from System Logs by Graph Neural Networks"

6 / 6 papers shown

Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection

217

21 Jan 2025

GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection

170

12 Sep 2023

Try with Simpler -- An Evaluation of Improved Principal Component Analysis in Log-based Anomaly DetectionACM Transactions on Software Engineering and Methodology (TOSEM), 2023

174

24 Aug 2023

On the Effectiveness of Log Representation for Log-based Anomaly DetectionEmpirical Software Engineering (EMSE), 2023

180

17 Aug 2023

Graph Neural Networks based Log Anomaly Detection and Explanation

Zhong Li

Jiayang Shi

M. Leeuwen

413

02 Jul 2023

AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges

379

10 Apr 2023