Repositories list

• aminer-rest

  Public
  REST-API for the logdata-anomaly-miner

  Python

  •

  GNU General Public License v3.0

  •33 forks•11 star•11 issue•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• attack-manifestations-interpretation

  Public
  Scripts to analyze the CAM-LDS using LLMs

  log-analysisintrusion-detectionsecurity-alerts+ 5

  log-analysisintrusion-detectionsecurity-alertsattack-classificationcyber-attackslog-datallm-interpretationattack-manifestations

  Python

  •

  GNU General Public License v3.0

  •11 fork•22 stars•00 issues•00 pull requests•Updated Mar 5, 2026Mar 5, 2026

• cids-evaluation

  Public
  Evaluation of log-based collaborative intrusion detection systems

  Python

  •

  GNU General Public License v3.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Feb 6, 2026Feb 6, 2026

• logdata-anomaly-miner

  Public
  This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest p…

  pythonlinuxsecurity+ 10

  pythonlinuxsecuritylog-analysisdetectionloggingcybersecurityidsintrusion-detectionhids+ 3

  Python

  •

  GNU General Public License v3.0

  •2323 forks•9090 stars•1414 issues•33 pull requests•Updated Jan 12, 2026Jan 12, 2026

• comparison-fed-centr-efficient-ad

  Public
  Python

  •

  GNU General Public License v3.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Dec 20, 2025Dec 20, 2025

• AlertBERT

  Public
  AlertBERT is a state-of-the-art self-supervised alert grouping method based on masked-language-models and agglomerative clustering to work under high levels of …

  machine-learningcybersecuritybert-model+ 2

  machine-learningcybersecuritybert-modelalert-aggregationlog-data-analysis

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Dec 16, 2025Dec 16, 2025

• LLM-log-parsing

  Public
  Python

  •11 fork•1010 stars•00 issues•00 pull requests•Updated Dec 11, 2025Dec 11, 2025

• llm-alert-interpretation

  Public
  LLM-based alert interpretation

  Python

  •

  European Union Public License 1.2

  •00 forks•00 stars•00 issues•00 pull requests•Updated Nov 30, 2025Nov 30, 2025

• aminer-ansible

  Public
  Ansible-Role for the logdata-anomaly-miner

  ansibleansible-role

  ansibleansible-role

  33 forks•33 stars•00 issues•00 pull requests•Updated Nov 24, 2025Nov 24, 2025

• anomaly-detection-log-datasets

  Public
  Analysis scripts for log data sets used in anomaly detection.

  pythonreviewmachine-learning+ 10

  pythonreviewmachine-learninghadoopunsupervisedlogssurveyhdfssequencesbgl+ 3

  Python

  •

  GNU General Public License v3.0

  •1717 forks•8484 stars•00 issues•00 pull requests•Updated Oct 19, 2025Oct 19, 2025

• log-gym

  Public
  Anomaly detection challenges for log data

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Sep 25, 2025Sep 25, 2025

• rootkit-detection-ebpf-time-trace

  Public
  Detection of rootkit file hiding activities through analysis of shifts in kernel function execution times.

  machine-learningintrusion-detectionhids+ 7

  machine-learningintrusion-detectionhidsebpfanomalyanomaly-detectionsemi-supervisedrootkitskernel-tracingrootkit-detection

  Python

  •

  GNU General Public License v3.0

  •33 forks•2929 stars•00 issues•00 pull requests•Updated Sep 10, 2025Sep 10, 2025

• alert-data-set

  Public
  Scripts to generate and analyze the AIT alert data set (AIT-ADS)

  alertsidsintrusion-detection+ 6

  alertsidsintrusion-detectionanomaly-detectionattack-graphslog-datameta-alertsalert-correlationalert-prioritizaion

  Python

  •

  GNU General Public License v3.0

  •11 fork•2929 stars•11 issue•00 pull requests•Updated Jul 9, 2025Jul 9, 2025

• caraxes

  Public
  Academic research rootkit using ftrace-hooking to hide files and processes via magic word or user/group. Tested until Linux 6.11.

  linuxkernel-modulerootkit+ 4

  linuxkernel-modulerootkitlinux-kernelstealthkitftrace-hookingfile-hiding

  C

  •

  GNU General Public License v3.0

  •44 forks•4646 stars•11 issue•00 pull requests•Updated Jun 5, 2025Jun 5, 2025

• aminer-configuration-engine

  Public
  This code allows to generate configurations for the logdata-anomaly-miner (AMiner) based on static log file analysis.

  Python

  •

  GNU General Public License v3.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Nov 27, 2024Nov 27, 2024

• log-preprocessor

  Public
  This repository contains methods to prepare log data for analysis (extract values, split train/test, etc.)

  Jupyter Notebook

  •22 forks•11 star•00 issues•00 pull requests•Updated Nov 19, 2024Nov 19, 2024

• aecid-alert-aggregation

  Public
  A method for grouping, clustering, and merging semi-structured alerts

  jsonmachine-learningalerts+ 12

  jsonmachine-learningalertsunsupervisedclusteringlogssimilarityidsintrusion-detectionhids+ 5

  Python

  •

  GNU General Public License v3.0

  •66 forks•2424 stars•11 issue•00 pull requests•Updated Nov 15, 2024Nov 15, 2024

• evaluation-suite

  Public
  Roff

  •

  GNU General Public License v3.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Oct 24, 2024Oct 24, 2024

• aminer-deep

  Public
  Python

  •11 fork•00 stars•00 issues•00 pull requests•Updated Jul 3, 2024Jul 3, 2024

• kyoushi-environment

  Public
  Scripts to deploy virtual testbed for log data analysis and anomaly detection.

  securitydata-miningmonitoring+ 9

  securitydata-miningmonitoringsimulationlogsidshidsnidsanomaly-detectioncyber-attacks+ 2

  Jinja

  •

  GNU General Public License v3.0

  •55 forks•2727 stars•22 issues•33 pull requests•Updated Nov 21, 2023Nov 21, 2023

• aecid-parsergenerator

  Public
  Automatically create parser trees for textual logdata to facilitate analysis

  pythonparsertemplates+ 6

  pythonparsertemplateslogshdfsparser-generationlog-datalog-signatureslog-templates

  Python

  •

  GNU General Public License v3.0

  •33 forks•44 stars•33 issues•00 pull requests•Updated Apr 19, 2023Apr 19, 2023

• count-vector-clustering

  Public
  Python

  •

  GNU General Public License v3.0

  •00 forks•11 star•00 issues•00 pull requests•Updated Mar 16, 2023Mar 16, 2023

• stide

  Public
  Evaluation of the stide algorithm on system log data

  Python

  •

  GNU General Public License v3.0

  •00 forks•22 stars•00 issues•00 pull requests•Updated Mar 2, 2023Mar 2, 2023

• clue-lds

  Public
  This repository contains scripts to carry out anomaly detection in the CLUE log data set.

  anomaly-detectionuebauser-behavior-analytics+ 1

  anomaly-detectionuebauser-behavior-analyticslog-data-analysis

  Python

  •

  GNU General Public License v3.0

  •11 fork•1010 stars•00 issues•00 pull requests•Updated Jan 30, 2023Jan 30, 2023

• semtech-loratool

  Public
  This util sends encrypted lorapackets using the semtech udp-protocol to the gateway.

  exploitlorawansemtech

  exploitlorawansemtech

  Python

  •

  GNU General Public License v3.0

  •00 forks•00 stars•00 issues•00 pull requests•Updated Aug 18, 2022Aug 18, 2022

• aminer-amqtt

  Public
  mqtt

  mqtt

  Python

  •

  GNU General Public License v3.0

  •11 fork•00 stars•00 issues•00 pull requests•Updated Aug 18, 2022Aug 18, 2022

• aecid-jsonparsergenerator

  Public
  Automatically create parser trees for logdata available in JSON format to facilitate analysis

  Python

  •

  GNU General Public License v3.0

  •11 fork•00 stars•00 issues•00 pull requests•Updated May 27, 2022May 27, 2022

• aminer-akafka

  Public
  Connector to ingest logs from Kafka

  Python

  •

  GNU General Public License v3.0

  •00 forks•11 star•00 issues•00 pull requests•Updated May 25, 2022May 25, 2022

• aecid-template-generator

  Public
  Create character-based templates for clustered log data

  Python

  •00 forks•11 star•00 issues•00 pull requests•Updated May 20, 2022May 20, 2022

• alert-aggregation-generator

  Public
  A generator for alerts and meta-alerts to be displayed in the dashboard

  Python

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 6, 2022Apr 6, 2022