Popular GitHub Repositories for Logs

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

The production toolkit for LLMs. Observability, prompt management and evaluations.

Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representation learning. It implements the techniques presented in our IEEE S&P 2024 paper, "FLASH: A Comprehensive Approach to Intrusion Detection via Provenance Graph Representation Learning.

Log anomaly detection model using a CNN with TF-IDF and sliding window feature extraction.

A tool for anomaly detection over streaming data based on sentiment analysis

Using Unsupervised methods to identify anomalies in user behaviour through IP Profiling

OpenSIPS + RTPEngine Recording + Speech Recognition in HEP

This GitHub Action uses the Deepseek API (via the OpenAI library) to interpret logs and provide clear explanations and possible solutions. The action comments the results directly on the PR.