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On the Effectiveness of Log Representation for Log-based Anomaly
  Detection

On the Effectiveness of Log Representation for Log-based Anomaly Detection

17 August 2023
Xingfang Wu
Heng Li
Foutse Khomh
    AI4TS
ArXivPDFHTML

Papers citing "On the Effectiveness of Log Representation for Log-based Anomaly Detection"

4 / 4 papers shown
Title
ADALog: Adaptive Unsupervised Anomaly detection in Logs with Self-attention Masked Language Model
ADALog: Adaptive Unsupervised Anomaly detection in Logs with Self-attention Masked Language Model
Przemek Pospieszny
Wojciech Mormul
Karolina Szyndler
Sanjeev Kumar
12
0
0
15 May 2025
What Information Contributes to Log-based Anomaly Detection? Insights from a Configurable Transformer-Based Approach
What Information Contributes to Log-based Anomaly Detection? Insights from a Configurable Transformer-Based Approach
Xingfang Wu
Heng Li
Foutse Khomh
AI4TS
38
0
0
30 Sep 2024
AI for DevSecOps: A Landscape and Future Opportunities
AI for DevSecOps: A Landscape and Future Opportunities
Michael Fu
Jirat Pasuksmit
Chakkrit Tantithamthavorn
40
6
0
07 Apr 2024
LogLead -- Fast and Integrated Log Loader, Enhancer, and Anomaly
  Detector
LogLead -- Fast and Integrated Log Loader, Enhancer, and Anomaly Detector
Mika Mäntylä
Yuqing Wang
Jesse Nyyssölä
14
6
0
20 Nov 2023
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