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System Architecture Overview
The system follows a modular, secure-by-design pipeline:
1. Cyber telemetry ingestion
2. Data preprocessing and normalization
3. Classical feature projection
4. Quantum feature encoding using variational quantum circuits
5. Neural threat classification
6. Robustness and stability evaluation
7. Secure cloud export

Why Hybrid Matters

1
Capability
Adversarial resistance
Feature complexity
Stability under noise
Future readiness
2
Classical AI
Limited
Moderate
Variable
Short-term
3
Hybrid Quantum–AI
Stronger
High
Improved
Long-term
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