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CLUSTER CYBERSECURITY-SECURITY-GUIDANCE · 25 ENTRIES · EARLIEST ENTRY 2025-09-29

AI security monitoring and response

This cluster comprises AI-powered security platforms spanning cybersecurity threat detection, API protection, AI agent firewalls, and crowd safety monitoring. Entries predate the index with sporadic releases from June 2025 through July 2026, one per month in most months and three in July 2026. Crowd-Management-and-Stampede-protection leads on traction with 4 stars, while AgentGuard and SentinelAI- each have 2 stars.

Entry timeline

ENTRY TIMELINE

JUN 2025: 1SEP 2025: 1NOV 2025: 1APR 2026: 1JUL 2026: 3AUG 2026: 10SEP 2026: 7OCT 2026: 1
JUN 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 3 ai-built · 2 hand-coded · 15 unlabelled

Operator · 7 hobby · 1 commercial · 12 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01sentinel-x2★22 dayslivehobbyWeb app that simulates AI-driven cyber defense, analyzing files for malware and visualizing threat incidents on an interactive 3D dashboard.
  2. 02nexaguard1★16 dayslivehobbyWeb app that visualizes a facility in 3D and detects cyber-physical security threats through AI image analysis and automated reasoning.
  3. 03Crowd-Management-and-Stampede-protection5★1 mo—hand-codedhobbyAn AI-powered web application that monitors crowd density and alerts authorities to prevent stampedes.
  4. 04cloud_security0★21 days—Web application for cloud security that uses machine learning models to analyze datasets and present results in a dashboard.
  5. 05open-shadow-ai0★14 days—Self-hosted security tool that discovers AI services across networks, endpoints, and directories while providing evidence behind each finding.
  6. 06ai-log-analyzer70★16 days—Web app that ingests server logs, redacts personal data and secrets, and uses AI to detect errors, threats, and anomalies on a dashboard.
  7. 07localsec-ai0★23 days—hobbyOn-premise AI log analyzer that flags cyber threats in uploaded security logs while keeping sensitive data fully local.
  8. 08intellirity-latest0★9 days—Web application that provides a dashboard and API for AI-driven security monitoring and management.
  9. 09SentinelAI-2★1 mo—AI-powered cybersecurity platform that protects web applications from security threats.
  10. 10CyberGuard-AI---AI-Powered-Cybersecurity-Assistant2★1 moliveAI-powered cybersecurity assistant that helps users protect against digital threats.
  11. 11ShopGuardianAI-20260★1 moliveAI-powered web application that provides security and monitoring for online retail shops.
  12. 12Sentinel-Plus-Copilot0★1 mo—AI platform that helps security analysts detect threats, investigate incidents, and understand security events.
  13. 13agent-trust-firewall0★1 molivehobbyWeb app that provides a firewall for AI agents, including identity verification, capability proofs, threat intelligence, and audit logging.
  14. 14ozik-guard-ai0★1 moliveai-builtWeb app that uses AI to monitor security and protect users from threats.
  15. 15ai-honeypot-project1★11 mostaleliveai-builthobbySecurity monitoring tool that deploys AI-driven honeypots to detect intrusions and displays real-time attack activity on a live dashboard.
  16. 16threatguard0★3 mo—hobbyAn AI-powered insider threat detection system that monitors user behavior in real time, scores risk, and alerts administrators.
  17. 17SmartSec1★4 moliveAI-based cyber defense platform that detects intrusions and phishing attacks and assigns risk scores to threats.
  18. 18Api-security-monitoring-platform0★3 mo—hand-codedcommercialAI-powered SaaS platform for real-time API security monitoring, threat detection, analytics, and intelligent incident response.
  19. 19sentinel-ai-protector0★1 yrabandoned—ai-builtAI-powered security tool that monitors systems or content and blocks threats to protect users online.
  20. 20GuardianByte-AI-Powered-Cybersecurity-Assistant0★1 yrabandonedliveAI-powered cybersecurity assistant that helps users detect, analyze, and respond to security threats.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.