#1Behavioral anomaly detection, outlier analysis, UEBA, and statistical threat detection tools.
Kitploit recommended
betterdb-inc/monitorReal-time monitoring and slowlog analysis for Valkey and Redis databases with anomaly detection, ACL auditing, and Prometheus metrics export.
ntop/ntopngWeb-based Traffic and Cybersecurity Network Traffic Monitoring
stackrox/stackroxThe StackRox Kubernetes Security Platform performs a risk analysis of the container environment, delivers visibility and runtime alerts, and provides…
beenuar/aisocSelf-hostable AI SOC that fuses security alerts, auto-triages via agentic AI, runs MITRE ATT&CK investigations, and logs every agent decision in a…
zoneminder/zoneminderZoneMinder is a free, open source Closed-circuit television software application developed for Linux which supports IP, USB and Analog cameras.
nzymeorg/nzymeWiFi, Bluetooth and Ethernet Threat Detection.
owasp/aisvsThe AI Security Verification Standard (AISVS) focuses on providing developers, architects, and security professionals with a structured checklist to…
wazuh/wazuhOpen-source XDR and SIEM platform for threat detection, log analysis, file integrity monitoring, vulnerability assessment, and compliance management…
elastic/detection-rulesDevelop, validate, and publish SIEM detection rules for Elastic Security, with Python CLI tooling, KQL parsing, Kibana integration, and packaged…
googlecloudplatform/professional-servicesCollection of Google Cloud solution examples and operational utilities for audit log monitoring, DLP de-identification, encryption key management,…
joseluispino/hardstopReference implementation for "Hard Stop: Kernel-Level Preemption and Containment for Rogue Agentic Execution". Out-of-band Epistemic Andon Cord,…
unit8co/dartsA python library for user-friendly forecasting and anomaly detection on time series.
thingsboard/thingsboardOpen-source IoT Platform - Device management, data collection, processing and visualization.
lightless-labs/third-thoughtsResearch toolkit for analyzing AI agent behavioral patterns through multi-disciplinary corpus analysis. Parses session logs, runs 23 analytical…
antropos17/aegisDesktop monitoring and local security reviews for AI agents, with opt-in policy-controlled execution and MCP action tools. Windows primary;…
online-ml/riverStreaming machine learning library for incremental learning on data streams, providing online estimators, drift and anomaly detection, pipelines,…
allinurl/goaccessGoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
tirrenotechnologies/tirrenoOpen-source security framework for real-time event tracking, threat detection, and risk scoring. Monitors user behavior, detects fraud, bot attacks,…
