Self-hosted open source security validation workspace: approved scope, evidence and independent retests
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Updated
Oct 7, 2026 - Python
Self-hosted open source security validation workspace: approved scope, evidence and independent retests
AAPP-MART is a cybersecurity engine for AI-powered autonomous attack path prediction and multi-agent red team simulation. These capabilities include adversary emulation, threat modeling, security validation, risk assessment, and MITRE ATT&CK alignment.
Security Playbooks is a defensive security repository focused on MITRE ATT&CK mapping, detection engineering, incident response, threat hunting, detection rules (Sigma, YARA, and Suricata), security validation, and hands-on labs for cybersecurity professionals and SOC analysts.
Secure command sandbox with ACL-based filtering preventing AI agents executing destructive operations like file deletions during panic states.
Proof records linking detection, validation, and evidence-backed claims.
A modular CLI platform for running Python micro-tools from a shared tools directory.
Multi-agent terminal automation system with command planning, security validation, and real-time monitoring - A Model Context Provider (MCP) server for intelligent terminal management
Validate. Verify. Defend. A Microsoft Defender validation framework with guided testing experiences and analyst-focused reporting.
Enterprise security control validation framework with MITRE mapping, detection hypothesis modeling, and continuous assurance design.
AI agent for agentic AI safety testing and security gate validation, built with Agentic Star.
An offline, non-destructive simulation framework designed to validate detection engineering capabilities and log-correlation pipelines against MITRE ATT&CK techniques using synthetic telemetry.
Validate and enforce zero trust architecture principles
Multi-model continuous security-validation harness: routing with failover, signed tools, deny-wins policy, encrypted append-only audit, zero data retention
Practical cloud security lab covering IAM, network controls, monitoring, logging, and backup.
Controlled security validation agent that reproduces reconnaissance findings and records evidence.
Offline safety, scope, ATT&CK, telemetry, and detection checks for threat-simulation plans
Governed open-source automated security validation — web, API & infra. Safe by default, deterministic, AI-optional.
Continuous security validation for a 2-VM Windows lab. Go agent (mTLS) streams host posture to a Python/SQLite server that computes config drift, blast radius and evidence bundles; React console, Elastic/Kibana via Docker. Version-controlled detection rules with a CI regression gate that comments results on every PR
Exploit POC for Apache ActiveMQ CVE-2023-46604
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