A toolkit for Light Log Anomaly Detection [ICSE'24]
☆24Feb 22, 2025Updated last year
Alternatives and similar repositories for LightAD
Users that are interested in LightAD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Artifact of TOSEM accepted paper: "Try with Simpler - An Evaluation of Improved PCA in Log-based Anomaly Detection."☆13Dec 31, 2022Updated 3 years ago
- Analysis scripts for log data sets used in anomaly detection.☆85Oct 19, 2025Updated last year
- [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection☆52May 27, 2024Updated 2 years ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆224Sep 27, 2024Updated 2 years ago
- LogLead performs log loading, log enhancement, log feature engineering, log analysis, log anomaly detection also via MCP-server.☆33Oct 9, 2026Updated 2 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A toolkit for hybrid log parsing☆18Aug 23, 2023Updated 3 years ago
- ☆11Oct 5, 2022Updated 4 years ago
- ☆44Jan 5, 2026Updated 9 months ago
- ☆46Jul 10, 2023Updated 3 years ago
- Self-Supervised Log Parsing Using Semantic Contribution Difference☆22Aug 4, 2023Updated 3 years ago
- A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]☆153Oct 8, 2025Updated last year
- Repository for Content-Aware Transformer☆16Feb 20, 2023Updated 3 years ago
- Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)☆145Jun 20, 2023Updated 3 years ago
- Code for "Pre-training with Contrastive Learning for Unified Log Analytics"☆22Jan 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A toolkit for testing and improving named entity recognition [ESEC/FSE'23]☆11Aug 31, 2023Updated 3 years ago
- This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited…☆94Aug 26, 2026Updated 2 months ago
- ☆11Jan 19, 2025Updated last year
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆72Sep 10, 2025Updated last year
- ☆10Dec 11, 2025Updated 10 months ago
- ☆11Mar 8, 2024Updated 2 years ago
- Building self-refined guardrails via DSPy☆15Jun 25, 2026Updated 4 months ago
- Correlate NVD datasets wIth CWE/CAPEC/CVSS labels for customised usage. Plus static analysis and data visualisation.☆13Nov 17, 2023Updated 2 years ago
- The AttackBed is a simulated enterprise network with numerous vulnerabilities. Attacks in this testbed are executed automatically and cov…☆18Oct 23, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Experimental syslog template mining module☆11Aug 29, 2016Updated 10 years ago
- A small python file that uses a local LLM, such as ollama, to analyze text files given a prompt. Designed for log files☆16Jan 3, 2025Updated last year
- A deep learning toolkit for log-based anomaly detection☆270Sep 4, 2023Updated 3 years ago
- [ICML 2026] SWE-ABS: Adversarial Benchmark Strengthening Exposes Inflated Success Rates on Test-based Benchmark☆26May 6, 2026Updated 5 months ago
- ☆10Dec 1, 2024Updated last year
- log anomaly detection via BERT☆363Jun 21, 2024Updated 2 years ago
- ☆19Oct 25, 2023Updated 3 years ago
- node+mySQL+AngularJS搭建医院门户网站（含用户登录注册）及后台管理系统（SPA），包含新闻，专家等多个版块内容的发布、修改和删除☆11Apr 6, 2017Updated 9 years ago
- ☆13May 26, 2025Updated last year
- 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.
- Detection of rootkit file hiding activities through analysis of shifts in kernel function execution times.☆32Aug 21, 2026Updated 2 months ago
- pyqt和scapy编写的简单网络抓包软件☆11May 12, 2022Updated 4 years ago
- Local Support Learning☆17Oct 4, 2026Updated 3 weeks ago
- [ICML2024] Learning Divergence Fields for Shift-Robust Graph Representations☆11Aug 15, 2024Updated 2 years ago
- To detect logic bugs in graph database engines by mutating graph query patterns. ICSE'24.☆39Jan 24, 2024Updated 2 years ago
- Source code of AsiaCCS'22 paper - RecIPE: Revisiting the Evaluation of Memory Error Defenses☆14Sep 19, 2023Updated 3 years ago
- ☆12Aug 17, 2025Updated last year