This research introduces a novel proactive defense architecture that harnesses the power of Large Language Models to transform cloud security approaches.

• Creates a security intelligence framework that can anticipate attack patterns
• Enables autonomous defense mechanisms against sophisticated cyber threats
• Demonstrates how LLMs can process and analyze complex cloud security data for actionable insights
• Provides a scalable approach to handling the diversity and complexity of cloud environments

For security professionals, this work represents a significant shift from reactive to preventative security strategies, potentially reducing breach incidents and minimizing recovery costs in cloud ecosystems.

Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense