Build secure network architectures for generative AI applications using AWS services
Security Blog
This article provides a comprehensive guide to building secure network architectures for generative AI applications using AWS services, addressing various external threats and security strategies.
- Identifies common external threats to generative AI applications, including:
- Network-level DDoS attacks
- Web request floods
- Application-specific exploits
- SQL injection and cross-site scripting
- Recommends key security strategies using AWS services:
- Private networking with Amazon Bedrock
- Using AWS WAF to minimize layer 7 threats
- Mitigating DDoS attacks with AWS Shield
- Implementing perimeter firewall with AWS Network Firewall
- Continuous monitoring with Amazon GuardDuty
The article emphasizes a defense-in-depth approach to protecting generative AI applications, using multiple layers of security controls to maintain performance, reliability, and protection against evolving threats.
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