AWS Security Agent represents a breakthrough in automated penetration testing, leveraging a multi-agent architecture to perform complex security assessments that traditionally require weeks of manual effort from specialized security experts. This course explores how AWS has developed an intelligent system that uses large language models (LLMs) to reason about application behavior, adapt testing strategies dynamically, and execute sophisticated multi-step security workflows autonomously over extended periods. You'll discover how the four-phase architecture—spanning authentication, baseline scanning, multi-phased exploration, and rigorous validation—enables comprehensive security testing across both black-box and white-box scenarios, achieving up to 92.5% attack success rates on critical-severity vulnerabilities in real-world benchmarks.
AWS Security Agent: A multi-agent architecture for automated penetration testing
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