A comprehensive Python library for simulating the BB84 quantum key distribution protocol.
Project description
BB84 Simulation Library
A comprehensive Python library for simulating the BB84 quantum key distribution protocol, now enhanced with AI-based eavesdropping detection, advanced noise models, Qiskit integration, and improved visualization tools.
Features
🔑 Complete BB84 Protocol
- Qubit preparation, transmission, and measurement.
- Key sifting, error correction, and privacy amplification.
🔍 Advanced Eavesdropping & Security Features
- Configurable noise models: depolarizing, amplitude damping, phase damping, and readout errors.
- NEW: AI-based eavesdropper detection using Isolation Forest.
- NEW: Simulated lossy channel effects on key transmission.
📊 Visualization Tools
- Protocol workflow visualization.
- Noise impact visualization.
- Key sifting visualization.
- NEW: Real-time QBER visualization for intrusion detection.
💻 Quantum Execution
- NEW: IBM Qiskit Integration for running BB84 on real quantum hardware.
🛠 Extensible & Modular Design
- Modular architecture for easy integration of additional features.
- NEW: Caching for quantum noise models to optimize performance.
Installation
Prerequisites
- Python 3.8+
- pip package manager
- Install dependencies:
pip install -r requirements.txt
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