Securing AI-driven APIs on AWS with Wallarm

This article explains how Wallarm and AWS together provide runtime visibility for securing AI-driven APIs, addressing security gaps that traditional controls cannot detect.

• Traditional security controls lack visibility into AI runtime behavior, agent permissions, model responses, and autonomous API calls
• Wallarm adds continuous API discovery, behavioral threat detection, and runtime output validation to AWS security architecture
• Financial services example identified prompt injection, shadow APIs, and unintended data disclosure that perimeter controls missed
• Runtime visibility enables detection of anomalous behavior appearing as valid traffic without re-architecting AWS environments
• Success measured by coverage of all APIs, reduced time to security validation, and improved threat prevention ratios

Organizations can extend AWS foundational controls with specialized runtime visibility to maintain security posture while accelerating AI adoption.