🛡️ AIsecTest Sentinel — Secure AI with Multi-Agent Collaboration

AIsecTest Sentinel is a multi-agent cybersecurity platform powered by Google Cloud's Agent Development Kit (ADK). It is designed to monitor, assess, and respond to threats across AI-powered systems through autonomous and collaborative agents.

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📁 Project Structure

aisectest-sentinel/
├── agents/
│   ├── monitor_agent/
│   │   └── monitor.py
│   ├── analysis_agent/
│   │   └── analyze.py
│   ├── response_agent/
│   │   └── respond.py
│   └── coordinator_agent/
│       └── main.py
├── utils/
│   └── logger.py
├── data/
├── deploy/
├── .env.example
├── docker-compose.yml
└── README.md

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🚀 Core Features

• 🔍 Autonomous monitoring of activity patterns
• 🤖 AI-based threat analysis using Vertex AI
• 🔒 Automated threat response orchestration
• 🧠 Coordination among agents via a central orchestrator

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🤖 Agent Architecture

Agent	Role
Monitor Agent	Continuously scans for anomalies in system activity
Analysis Agent	Evaluates threat level using AI-based models (Vertex AI)
Response Agent	Triggers alerts or takes containment actions
Coordinator Agent	Oversees communication and lifecycle of all agents

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🧰 Tech Stack

• Google Cloud Agent Development Kit (ADK)
• Vertex AI — For threat prediction and classification
• Cloud Functions — Optional reactive triggers
• BigQuery — Logs and incident tracking
• Docker & Compose — Local simulation and testing

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⚙️ Local Simulation

1. Clone the repository:

   git clone https://github.com/YOUR_USERNAME/aisectest-sentinel.git
   cd aisectest-sentinel
   

2. Create .env from example:

   cp .env.example .env
   

3. Add your Google Cloud project info to .env

4. Run locally:

   docker-compose up --build
   

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☁️ Google Cloud Deployment

Check the /deploy folder for guides on:

• Deploying agents with Cloud Run or Cloud Functions
• Connecting agents with Pub/Sub for event-driven flow
• Integrating Vertex AI predictions

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📄 Sample Output

[2025-05-19 14:03:00] [Monitor Agent] Anomaly detected: unusual login pattern
[2025-05-19 14:03:01] [Analysis Agent] Threat score calculated: 0.86
[2025-05-19 14:03:02] [Response Agent] Initiating automatic containment procedure

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🧠 Use Cases

• Securing AI models in production
• Real-time threat response automation
• Intelligent orchestration of multi-agent systems

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📜 License

This project is licensed under the MIT License.

Built With

• google
• gpt