A toolkit for Light Log Anomaly Detection [ICSE'24]
☆22Feb 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:
- Supplementary materials for paper "On the Effectiveness of Log Representation for Log-based Anomaly Detection"☆13Dec 1, 2023Updated 2 years ago
- [ESEC/FSE'23] Hue: A User-Adaptive Parser for Hybrid Logs☆10Aug 24, 2023Updated 2 years ago
- Artifact of TOSEM accepted paper: "Try with Simpler - An Evaluation of Improved PCA in Log-based Anomaly Detection."☆14Dec 31, 2022Updated 3 years ago
- A toolkit for hybrid log parsing☆18Aug 23, 2023Updated 2 years ago
- Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)☆217Sep 27, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆42Sep 29, 2024Updated last year
- Analysis scripts for log data sets used in anomaly detection.☆85Oct 19, 2025Updated 5 months ago
- ☆45Jul 10, 2023Updated 2 years ago
- Code for "Pre-training with Contrastive Learning for Unified Log Analytics"☆20Jan 22, 2024Updated 2 years ago
- [AAAI 2024] LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection☆53May 27, 2024Updated last year
- Self-Supervised Log Parsing Using Semantic Contribution Difference☆21Aug 4, 2023Updated 2 years ago
- Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)☆142Jun 20, 2023Updated 2 years ago
- A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]☆138Oct 8, 2025Updated 6 months ago
- ☆43Jan 5, 2026Updated 3 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Building self-refined guardrails via DSPy☆14Jul 2, 2024Updated last year
- ☆14Aug 28, 2022Updated 3 years ago
- Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)☆72Sep 10, 2025Updated 6 months ago
- ☆25Jun 11, 2021Updated 4 years ago
- [ACL'25] UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench☆36Aug 12, 2025Updated 7 months ago
- RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information☆18Jul 11, 2024Updated last year
- Code for the ISSRE-2024 Research Track paper: Leveraging RAG-Enhanced Large Language Model for Semi-Supervised Log Anomaly Detection☆29Aug 26, 2024Updated last year
- ☆10Nov 21, 2023Updated 2 years ago
- Correlate NVD datasets wIth CWE/CAPEC/CVSS labels for customised usage. Plus static analysis and data visualisation.☆13Nov 17, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- log anomaly detection via BERT☆342Jun 21, 2024Updated last year
- A deep learning toolkit for log-based anomaly detection☆262Sep 4, 2023Updated 2 years ago
- ☆21Nov 14, 2024Updated last year
- ☆18Oct 25, 2023Updated 2 years ago
- Data samples for Observability and SIEM☆16Oct 29, 2025Updated 5 months ago
- [SIGKDD 2024] Rethinking Fair Graph Neural Networks from Re-balancing☆10Jul 15, 2024Updated last year
- ☆11Jan 19, 2025Updated last year
- Source code of AsiaCCS'22 paper - RecIPE: Revisiting the Evaluation of Memory Error Defenses☆13Sep 19, 2023Updated 2 years ago
- Code for labeling malicious powershell events in the fiveeyes Darpa OPTC dataset☆12Jun 22, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Log anomaly detection based on MogrifierLSTM + CNN☆14Apr 23, 2022Updated 3 years ago
- [CIKM 2023] Towards Fair Graph Neural Networks via Graph Counterfactual.☆14Mar 4, 2025Updated last year
- Scripts to generate and analyze the AIT alert data set (AIT-ADS)☆29Jul 9, 2025Updated 9 months ago
- CVE\CWE\CAPEC\ATT&CK, security knowledge graph, knowledge graph completion☆14Jun 9, 2023Updated 2 years ago
- A basic repository for a Clang-based tool, with CMake integration.☆10Sep 22, 2023Updated 2 years ago
- Promises are heaven. Callbacks are hell.☆12Jun 22, 2021Updated 4 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆11Aug 20, 2024Updated last year