Projects & experiments.
Explore practical research concepts, reference implementations and open-source ideas.
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SECURITY RESEARCH
Agent Security Evaluation Lab
Reference lab for agent identity, MCP tool security, authorization and guardrail evaluation.
Keycloak · Dify · Ollama · MCP
MACHINE LEARNING
Local LLM Phishing Classifier
Analyze suspicious messages with local language models and explainable detection workflows.
Python · Ollama · Llama · LoRA
SECURITY AUTOMATION
Autonomous SOC Automation
Investigation pipelines connecting SIEM, threat intelligence and repeatable response workflows.
Wazuh · n8n · MISP · OpenCTI
AGENTIC DEFENSE
MCP Threat Testing Toolkit
Study MCP tool discovery, server drift, injection boundaries and runtime enforcement.
MCP · Python · OAuth · Docker
ENTERPRISE AI
AI Skill Intelligence Workflow
Automate skills discovery, certification matching and human-reviewed screening decisions.
Power Automate · Copilot · SharePoint
LOCAL INFERENCE
Private Local AI Workstation
Build a reproducible local AI development platform with GPU acceleration and private inference.
Ubuntu · NVIDIA · Docker · Ollama