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FES (Fluctuation-Enhanced Sensing) is a software framework designed for cyber warfare and advanced signal analytics. It uses spectral, statistical, and fluctuation-based analysis to detect complex signal patterns.

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🔐 FES - Field Extraction System

The Field Extraction System (FES) is a cross-platform automation and threat intelligence framework designed for covert data collection, threat analysis, and field-based cyber-physical operations. It integrates AI-driven insights, real-time dashboards, and customizable automation modules.


🚀 Features

  • 🌐 Cloudflare-secured operation automation
  • 📊 Live dashboards with threat visualization
  • ⚙️ Modular architecture: automation, signal processing, and alerting
  • 🧠 AI-assisted decision-making tools
  • 🔄 CI/CD ready and containerized with Docker
  • ✅ Supports AppImage (.app), .deb, and .exe packaging

🖥️ Supported Platforms

OS CLI Support GUI Support Portable
Ubuntu ✅ (.AppImage)
Windows ✅ (.exe)
macOS ✅ (.pkg)

🧩 Installation

🐳 Docker

docker build -t fes-system ./docker
docker run -it fes-system

🧾 Linux (.deb)

sudo dpkg -i fes-installer.deb

📦 AppImage

chmod +x fes.AppImage
./fes.AppImage

🪟 Windows (.exe)

Download from Releases and double-click installer.


💡 Usage

CLI Mode

python3 src/main.py --mode auto --config config/config.yaml

GUI Mode

Launch via:

python3 src/gui_launcher.py

📁 Folder Structure

  • src/: Entry points and core control logic
  • core/: AI, processing, and automation brains
  • scripts/: Automation & orchestration tools
  • config/: YAMLs, Dockerfiles, and templates
  • frontend/: GUI components (React, Dart)
  • docs/: Setup, usage, and architecture guides

🧪 Testing

pytest tests/

🛠️ Contributing

See CONTRIBUTING.md. We welcome PRs, Issues, and Discussions.


🔒 Security

Vulnerabilities? Please report securely via GPG:


🧠 Intelligence + Innovation = Apex Security

Developed and maintained by Apex Security Int Ltd

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FES (Fluctuation-Enhanced Sensing) is a software framework designed for cyber warfare and advanced signal analytics. It uses spectral, statistical, and fluctuation-based analysis to detect complex signal patterns.

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