Analysis scripts for log data sets used in anomaly detection.
☆85Oct 19, 2025Updated 11 months ago
Alternatives and similar repositories for anomaly-detection-log-datasets
Users that are interested in anomaly-detection-log-datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LogLead performs log loading, log enhancement, log feature engineering, log analysis, log anomaly detection also via MCP-server.☆31Updated this week
- This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited…☆93Aug 26, 2026Updated 3 weeks ago
- [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection☆51May 27, 2024Updated 2 years ago
- A toolkit for Light Log Anomaly Detection [ICSE'24]☆23Feb 22, 2025Updated last year
- Short paper published in ICSE'24. Full paper published in DMKD/DAMI 2026.☆26May 11, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)☆198Dec 9, 2025Updated 9 months ago
- Artifact of TOSEM accepted paper: "Try with Simpler - An Evaluation of Improved PCA in Log-based Anomaly Detection."☆12Dec 31, 2022Updated 3 years ago
- A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]☆153Oct 8, 2025Updated 11 months ago
- PyTorch implementation of Deeplog: Anomaly detection and diagnosis from system logs through deep learning☆286Aug 19, 2024Updated 2 years ago
- The AttackBed is a simulated enterprise network with numerous vulnerabilities. Attacks in this testbed are executed automatically and cov…☆18Aug 10, 2026Updated last month
- ☆15Jun 6, 2024Updated 2 years ago
- Official implementation of "FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination"☆10Apr 17, 2024Updated 2 years ago
- GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analy…☆282Jun 16, 2023Updated 3 years ago
- A large collection of system log datasets for AI-driven log analytics [ISSRE'23]☆2,846Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- log anomaly detection via BERT☆361Jun 21, 2024Updated 2 years ago
- Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"☆14Dec 1, 2023Updated 2 years ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆223Sep 27, 2024Updated last year
- A toolkit for hybrid log parsing☆18Aug 23, 2023Updated 3 years ago
- ☆103Nov 6, 2024Updated last year
- Spell is a Streaming Parser for Event Logs using an LCS (Longest Common Subsequence)☆17Jun 3, 2019Updated 7 years ago
- Scripts to generate and analyze the AIT alert data set (AIT-ADS)☆37Jun 17, 2026Updated 3 months ago
- ☆55Jul 3, 2024Updated 2 years ago
- ☆46Jul 10, 2023Updated 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.
- log anomaly detection toolkit including DeepLog☆462Apr 23, 2020Updated 6 years ago
- "Self-supervised Log Parsing" submitted for review at ECML-PKDD 2020☆59Jul 6, 2023Updated 3 years ago
- Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection☆32Aug 26, 2024Updated 2 years ago
- AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]☆41Feb 20, 2024Updated 2 years ago
- Code for "Pre-training with Contrastive Learning for Unified Log Analytics"☆21Jan 22, 2024Updated 2 years ago
- AttackMate is an attack orchestration tool that executes full attack-chains based on playbooks.☆51Updated this week
- PIKACHU: Temporal Walk Based Dynamic Graph Embedding for Network Anomaly Detection☆18Apr 19, 2023Updated 3 years ago
- Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)☆147Jun 20, 2023Updated 3 years ago
- ☆14Aug 28, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆29Jun 25, 2021Updated 5 years ago
- A Unified Framework for Detecting Point and Collective Anomalies in Operating System Logs via Collaborative Transformers☆23Jan 28, 2026Updated 7 months ago
- The repository implement the LMTracker model based on paper: LMTracker: Lateral movement path detection based on heterogeneous graph embe…☆18Jul 12, 2023Updated 3 years ago
- ☆23Nov 14, 2024Updated last year
- Building an Intrusion detection system using KDD Cup 99 Dataset☆14May 11, 2020Updated 6 years ago
- 日志解析,分析日志的内容,抽取日志的模板和参数☆38Oct 27, 2022Updated 3 years ago
- Failure dataset accompanying the paper "How Bad Can a Bug Get? An Empirical Analysis of Software Failures in the OpenStack Cloud Computi…☆10Jun 12, 2020Updated 6 years ago