Machine Learning and Cybersecurity

9.

Emerging Trends and Future Directions

9.1.

AI for Cybersecurity Trends

9.1.1.

Automated Threat Hunting

9.1.2.

Predictive Security Analytics

9.1.3.

Zero Trust Architecture

9.1.4.

Quantum-Safe Cryptography

9.2.

Advanced AI Techniques

9.2.1.

Neuromorphic Computing

9.2.2.

Quantum Machine Learning

9.2.3.

Continual Learning

9.2.4.

9.3.

Industry Applications

9.3.1.

9.3.2.

9.3.3.

Mobile Security

9.3.4.

Industrial Control Systems Security

9.4.

Research Frontiers

9.4.1.

Human-AI Collaboration

9.4.2.

Causal Inference in Security

9.4.3.

Graph Neural Networks for Security

9.4.4.

Multimodal Security Analytics

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8. Ethical Considerations and Responsible AI

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1. Foundational Concepts