TransLog: A Unified Transformer-based Framework for Log Anomaly
Detection

TransLog: A Unified Transformer-based Framework for Log Anomaly Detection

31 December 2021

Hongcheng Guo

Jian Yang

Zhoujun Li

Papers citing "TransLog: A Unified Transformer-based Framework for Log Anomaly Detection"

7 / 7 papers shown

Title
SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence Hangyuan Ji Jian Yang Linzheng Chai Chaoren Wei Liqun Yang ... Tianzhen Sun Hongcheng Guo Tongliang Li Changyu Ren Zhoujun Li 36 7 0 06 May 2024
mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture Wei Emma Zhang Hongcheng Guo Jian Yang Yi Zhang Chaoran Yan ... Chao Chen Yi Liang Xu Shi Liangfan Zheng Bowei Zhang 42 7 0 18 Apr 2024
AIOps-Driven Enhancement of Log Anomaly Detection in Unsupervised Scenarios Daksh Dave Gauransh Sawhney Dhruv Khut Sahil Nawale Pushkar Aggrawal P. Bhavathankar 26 2 0 05 Nov 2023
OWL: A Large Language Model for IT Operations Hongcheng Guo Jian Yang Jiaheng Liu Liqun Yang Linzheng Chai ... Tieqiao Zheng Liangfan Zheng Bo-Wen Zhang Ke Xu Zhoujun Li VLM 66 41 0 17 Sep 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 18 14 0 23 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
A2Log: Attentive Augmented Log Anomaly Detection Thorsten Wittkopp Alexander Acker S. Nedelkoski Jasmin Bogatinovski Dominik Scheinert Wu Fan O. Kao 26 22 0 20 Sep 2021