AWS offers a comprehensive security strategy for generative AI, including infrastructure protection, compliance measures, and AI-powered security solutions. The platform promotes end-to-end security with features like Amazon Macie for data protection and AWS Network Firewall for network security. Additionally, AWS invests in AI-powered tools like Amazon CodeWhisperer for secure coding and Amazon Detective for threat detection.