Quantum AI for Cybersecurity and Threat Intelligence
Nizirwan Anwar, Titik Khawa Abdul Rahman, Husna Sarirah Husin · 2025
The rise in sophisticated cyber threats necessitates innovative defense strategies that transcend traditional approaches. This chapter explores the integration of Quantum Computing, Edge Computing, and Artificial Intelligence to enhance cyber threat detection and intelligence. Edge devices enable real-time anomaly detection with minimal latency, while quantum-enhanced AI models, such as quantum SVMs and variational circuits, offer scalable analysis for large-scale threat intelligence. By combining localized response with advanced quantum analytics, a multi-layered security framework is proposed to support adaptive, intelligent, and resilient cybersecurity infrastructures. This fusion not only strengthens detection capabilities but also enhances predictive insight and cryptographic resistance.