A2Log: Attentive Augmented Log Anomaly Detection

20 September 2021

Papers citing "A2Log: Attentive Augmented Log Anomaly Detection"

9 / 9 papers shown

Title
FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination Yifei Lin Hanqiu Deng Xingyu Li 19 2 0 12 Apr 2024
Unsupervised Threat Hunting using Continuous Bag-of-Terms-and-Time (CBoTT) V. Kayhan S. Shivendu R. Behnia Clinton Daniel Manish Agrawal 14 0 0 15 Mar 2024
Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis Thorsten Wittkopp Alexander Acker O. Kao 14 0 0 22 Dec 2023
PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning Thorsten Wittkopp Dominik Scheinert Philipp Wiesner Alexander Acker O. Kao AI4TS 15 6 0 25 Jan 2023
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 11 13 0 23 Aug 2022
Deep Learning for Anomaly Detection in Log Data: A Survey Max Landauer Sebastian Onder Florian Skopik Markus Wurzenberger 36 87 0 08 Jul 2022
TransLog: A Unified Transformer-based Framework for Log Anomaly Detection Hongcheng Guo Xin-Xue Lin Jian Yang Yi Zhuang Jiaqi Bai Tieqiao Zheng Bo Zhang Zhoujun Li 14 18 0 31 Dec 2021
A Taxonomy of Anomalies in Log Data Thorsten Wittkopp Philipp Wiesner Dominik Scheinert O. Kao 6 4 0 26 Nov 2021
LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision Thorsten Wittkopp Philipp Wiesner Dominik Scheinert Alexander Acker 11 11 0 02 Nov 2021