LogBERT: Log Anomaly Detection via BERT

LogBERT: Log Anomaly Detection via BERT

7 March 2021

Shuhan Yuan

Papers citing "LogBERT: Log Anomaly Detection via BERT"

12 / 62 papers shown

Title
LogLG: Weakly Supervised Log Anomaly Detection via Log-Event Graph Construction Hongcheng Guo Yu Guo Renjie Chen Jian Yang Jiaheng Liu Zhoujun Li Tieqiao Zheng Weichao Hou Liangfan Zheng Bo Zhang 18 14 0 23 Aug 2022
Feature Selection for Fault Detection and Prediction based on Event Log Analysis Zhong Li M. Leeuwen 26 5 0 19 Aug 2022
Deep Learning for Anomaly Detection in Log Data: A Survey Max Landauer Sebastian Onder Florian Skopik Markus Wurzenberger 44 87 0 08 Jul 2022
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series Yiwei Fu Feng Xue AI4TS 21 15 0 04 May 2022
SIERRA: Ranking Anomalous Activities in Enterprise Networks Jehyun Lee Farren Tang Phyo May Thet Desmond Yeoh Mitch Rybczynski D. Divakaran 22 4 0 31 Mar 2022
Log-based Anomaly Detection with Deep Learning: How Far Are We? Van-Hoang Le Hongyu Zhang 16 157 0 09 Feb 2022
UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks Yichen Zhu Weibin Meng Ying Liu Shenglin Zhang Tao Han Shimin Tao Dan Pei MoE 41 14 0 06 Dec 2021
A Taxonomy of Anomalies in Log Data Thorsten Wittkopp Philipp Wiesner Dominik Scheinert O. Kao 19 4 0 26 Nov 2021
LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model Yukyung Lee Jina Kim Pilsung Kang 9 78 0 18 Nov 2021
A2Log: Attentive Augmented Log Anomaly Detection Thorsten Wittkopp Alexander Acker S. Nedelkoski Jasmin Bogatinovski Dominik Scheinert Wu Fan O. Kao 24 22 0 20 Sep 2021
Log-based Anomaly Detection Without Log Parsing Van-Hoang Le Hongyu Zhang 22 179 0 04 Aug 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015