Robust and Transferable Anomaly Detection in Log Data using Pre-Trained
Language Models

Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models

23 February 2021

Jasmin Bogatinovski

Alexander Acker

Papers citing "Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models"

8 / 8 papers shown

Title
Inducing Personality in LLM-Based Honeypot Agents: Measuring the Effect on Human-Like Agenda Generation Lewis Newsham Ryan Hyland Daniel Prince 63 1 0 25 Mar 2025
Diagnosing Robotics Systems Issues with Large Language Models Jordis Emilia Herrmann Aswath Mandakath Gopinath Mikael Norrlof Mark Niklas Müller 23 0 0 06 Oct 2024
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Junjie Huang Zhihan Jiang Jinyang Liu Yintong Huo Jiazhen Gu Zhuangbin Chen Cong Feng Hui Dong Zengyin Yang Michael R. Lyu 33 3 0 20 Sep 2024
Convolutional vs Large Language Models for Software Log Classification in Edge-Deployable Cellular Network Testing A. Ihalage Sayed M. Taheri Faris Muhammad Hamed Al-Raweshidy 42 0 0 04 Jul 2024
Enhancing Trust in Autonomous Agents: An Architecture for Accountability and Explainability through Blockchain and Large Language Models Laura Fernández-Becerra Miguel Ángel González Santamarta Ángel Manuel Guerrero Higueras Francisco J. Rodríguez-Lera Vicente Matellán Olivera 36 0 0 14 Mar 2024
Try with Simpler -- An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection Lin Yang Jun-Cheng Chen Shutao Gao Zhihao Gong Hongyu Zhang Yue Kang Huaan Li 31 3 0 24 Aug 2023
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges Qian Cheng Doyen Sahoo Amrita Saha Wenjing Yang Chenghao Liu Gerald Woo Manpreet Singh Silvio Saverese Guosheng Lin 48 18 0 10 Apr 2023
Deep Learning for Anomaly Detection in Log Data: A Survey Max Landauer Sebastian Onder Florian Skopik Markus Wurzenberger 55 89 0 08 Jul 2022