LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model

18 November 2021

Papers citing "LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model"

21 / 21 papers shown

Title
ADALog: Adaptive Unsupervised Anomaly detection in Logs with Self-attention Masked Language Model Przemek Pospieszny Wojciech Mormul Karolina Szyndler Sanjeev Kumar 12 0 0 15 May 2025
RuleGenie: SIEM Detection Rule Set Optimization Akansha Shukla Parth A. Gandhi Yuval Elovici A. Shabtai AAML 26 0 0 10 May 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 28 1 0 10 Apr 2025
Large Language Models powered Network Attack Detection: Architecture, Opportunities and Case Study Zongming Guo Qingyang Li Yunpeng Tan Xinggong Zhang Lei Zhang Yong Cui 48 0 0 24 Mar 2025
SHIELD: APT Detection and Intelligent Explanation Using LLM Parth Atulbhai Gandhi Prasanna N. Wudali Yonatan Amaru Yuval Elovici A. Shabtai AAML 63 1 0 04 Feb 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
A Comparative Study on Large Language Models for Log Parsing Merve Astekin Max Hort Leon Moonen 43 3 0 04 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 68 0 0 03 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
LLMcap: Large Language Model for Unsupervised PCAP Failure Detection Lukasz Tulczyjew Kinan Jarrah Charles Abondo Dina Bennett Nathanael Weill 26 1 0 03 Jul 2024
FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination Yifei Lin Hanqiu Deng Xingyu Li 35 2 0 12 Apr 2024
Video Understanding with Large Language Models: A Survey Yunlong Tang Jing Bi Siting Xu Luchuan Song Susan Liang ... Feng Zheng Jianguo Zhang Ping Luo Jiebo Luo Chenliang Xu VLM 67 84 0 29 Dec 2023
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information Gunho No Yukyung Lee H. Kang Pilsung Kang 15 2 0 09 Nov 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 42 18 0 10 Apr 2023
LogAI: A Library for Log Analytics and Intelligence Qian Cheng Amrita Saha Wenjing Yang Chenghao Liu Doyen Sahoo Steven C. H. Hoi 27 5 0 31 Jan 2023
CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model Natasha Alkhatib M. Mushtaq H. Ghauch J. Danger 21 31 0 17 Oct 2022
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 26 14 0 23 Aug 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,872 0 18 Apr 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 454 2,592 0 03 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016