ADALog: Adaptive Unsupervised Anomaly detection in Logs with Self-attention Masked Language Model

ADALog: Adaptive Unsupervised Anomaly detection in Logs with Self-attention Masked Language Model

15 May 2025

Przemek Pospieszny

Wojciech Mormul

Karolina Szyndler

Papers citing "ADALog: Adaptive Unsupervised Anomaly detection in Logs with Self-attention Masked Language Model"

16 / 16 papers shown

Title
Log2graphs: An Unsupervised Framework for Log Anomaly Detection with Efficient Feature Extraction Caihong Wang Du Xu Zonghang Li 48 2 0 18 Sep 2024
LogELECTRA: Self-supervised Anomaly Detection for Unstructured Logs Yuuki Yamanaka Tomokatsu Takahashi Takuya Minami Yoshiaki Nakajima 34 3 0 16 Feb 2024
LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection Hongcheng Guo Jian Yang Jiaheng Liu Jiaqi Bai Boyang Wang Zhoujun Li Tieqiao Zheng Bo Zhang Junran peng Qi Tian 32 16 0 09 Jan 2024
RAGLog: Log Anomaly Detection using Retrieval Augmented Generation Jonathan Pan Swee Liang Wong Yidi Yuan 22 13 0 09 Nov 2023
Log-based Anomaly Detection of Enterprise Software: An Empirical Study Nadun Wijesinghe Hadi Hemmati 19 1 0 31 Oct 2023
On the Effectiveness of Log Representation for Log-based Anomaly Detection Xingfang Wu Heng Li Foutse Khomh AI4TS 37 15 0 17 Aug 2023
Deep Learning for Anomaly Detection in Log Data: A Survey Max Landauer Sebastian Onder Florian Skopik Markus Wurzenberger 72 91 0 08 Jul 2022
Log-based Anomaly Detection with Deep Learning: How Far Are We? Van-Hoang Le Hongyu Zhang 24 161 0 09 Feb 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 45 20 0 31 Dec 2021
LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model Yukyung Lee Jina Kim Pilsung Kang 19 80 0 18 Nov 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 68 246 0 14 Apr 2021
LogBERT: Log Anomaly Detection via BERT Haixuan Guo Shuhan Yuan Xintao Wu 48 220 0 07 Mar 2021
Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs S. Nedelkoski Jasmin Bogatinovski Alexander Acker Jorge Cardoso O. Kao 22 128 0 21 Aug 2020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 117 7,386 0 02 Oct 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 893 93,936 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017