Official implementation of "FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination"
☆10Apr 17, 2024Updated 2 years ago
Alternatives and similar repositories for FastLogAD
Users that are interested in FastLogAD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Log anomaly detection based on MogrifierLSTM + CNN☆14Apr 23, 2022Updated 4 years ago
- Short paper published in ICSE'24. Full paper published in DMKD/DAMI 2026.☆26May 11, 2026Updated 2 months ago
- Log-based anomaly detection☆14Jul 2, 2025Updated last year
- Artifact of TOSEM accepted paper: "Try with Simpler - An Evaluation of Improved PCA in Log-based Anomaly Detection."☆12Dec 31, 2022Updated 3 years ago
- ☆14Aug 28, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆18Dec 3, 2019Updated 6 years ago
- Full pipeline for log analysis and anomaly detection.☆17Feb 11, 2020Updated 6 years ago
- [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection☆51May 27, 2024Updated 2 years ago
- Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".☆23Feb 16, 2024Updated 2 years ago
- RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information (EAAI 2024)☆19Jul 11, 2024Updated 2 years ago
- Log anomaly detection model using a CNN with TF-IDF and sliding window feature extraction.☆52Sep 28, 2021Updated 4 years ago
- There are many studies done to detect anomalies based on logs. Current approaches are mainly divided into three categories: supervised le…☆11Jan 10, 2022Updated 4 years ago
- Experimental syslog template mining module☆11Aug 29, 2016Updated 9 years ago
- Anomaly detection is a critical step towards building a secure and trustworthy system. The primary purpose of a system log is to record s…☆14Dec 7, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020☆60Jul 6, 2023Updated 3 years ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆225Sep 27, 2024Updated last year
- This is our solution for ICASSP-SPGC 2022 AIOps Challenge in Communication Networks☆18Apr 3, 2022Updated 4 years ago
- PyTorch implements "DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning"☆105Updated this week
- log anomaly detection toolkit including DeepLog☆461Apr 23, 2020Updated 6 years ago
- ☆104Nov 6, 2024Updated last year
- LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)☆198Dec 9, 2025Updated 7 months ago
- An easy to use job launcher for supercomputers with PBS compatible job manager.☆34Nov 3, 2017Updated 8 years ago
- ☆11May 3, 2019Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆15May 24, 2025Updated last year
- 毕业设计——基于区块链的证书管理系统☆13Apr 21, 2022Updated 4 years ago
- A toolkit for hybrid log parsing☆18Aug 23, 2023Updated 2 years ago
- 论文写作指北☆25Aug 18, 2021Updated 4 years ago
- 该资源为安全相关的数据集,包括恶意URL、恶意流量、图像分类、恶意软件等,希望对您有所帮助~☆10Apr 21, 2021Updated 5 years ago
- A Unified Framework for Detecting Point and Collective Anomalies in Operating System Logs via Collaborative Transformers☆23Jan 28, 2026Updated 5 months ago
- Analysis scripts for log data sets used in anomaly detection.☆85Oct 19, 2025Updated 9 months ago
- PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning☆286Aug 19, 2024Updated last year
- AFDX protocol dissector for wireshark☆15Jun 17, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"☆14Dec 1, 2023Updated 2 years ago
- CAShift: Benchmarking Log-Based Cloud Attack Detection under Normality Shift (FSE 2025)☆16Jun 25, 2026Updated 3 weeks ago
- Usenix Security'23☆15Feb 14, 2023Updated 3 years ago
- Implementation of PLELog in ICSE 2021 accepted paper:Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation.☆81May 16, 2023Updated 3 years ago
- Public Arena dataset☆16Jul 20, 2022Updated 4 years ago
- Analysis of syscall sequence pattern from exploit codes for advanced system call sequence filtering for enhanced container security☆16May 21, 2023Updated 3 years ago
- Anomaly detection from OS logs using Transformers implemented with Pytorch.☆20Dec 16, 2020Updated 5 years ago