Here are four key approaches:
- Legacy Rules: Traditional rules-based systems set the foundation for cybersecurity, applying predefined criteria to identify threats.
- Machine Learning: By learning from patterns and anomalies, AI adapts to evolving threats, bolstering defenses in real-time.
- Large Language Models: Empowered by extensive training data, these models excel at understanding and contextualizing complex threats.
- Dynamical Systems: Harnessing AI’s ability to adapt and respond dynamically, adding a formidable layer to security measures.
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