Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs

21 August 2020

Papers citing "Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs"

9 / 9 papers shown

Title
ADALog: Adaptive Unsupervised Anomaly detection in Logs with Self-attention Masked Language Model Przemek Pospieszny Wojciech Mormul Karolina Szyndler Sanjeev Kumar 88 0 0 15 May 2025
What Information Contributes to Log-based Anomaly Detection? Insights from a Configurable Transformer-Based Approach Xingfang Wu Heng Li Foutse Khomh AI4TS 72 0 0 30 Sep 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 120 0 0 03 Sep 2024
Self-Supervised Log Parsing S. Nedelkoski Jasmin Bogatinovski Alexander Acker Jorge Cardoso O. Kao 31 73 0 17 Mar 2020
Deep Semi-Supervised Anomaly Detection Lukas Ruff Robert A. Vandermeulen Nico Görnitz Alexander Binder Emmanuel Müller K. Müller Marius Kloft UQCV 54 545 0 06 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,729 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 656 131,414 0 12 Jun 2017
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 369 33,520 0 16 Oct 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 243 12,422 0 24 Jun 2012