AgentShield

AgentShield is an autonomous security and evaluation platform for AI agents. It continuously tests an agent against adversarial scenarios such as prompt injection, jailbreaks, data leakage, unsafe tool use, and instruction manipulation. AgentShield executes these attacks, evaluates the agent's responses, collects concrete evidence of failures, calculates a security risk score, and generates actionable remediation advice. The platform also supports hardening and re-testing to measure whether the agent's security posture improves. Built for AI developers and teams deploying agentic systems, AgentShield turns AI security testing from a manual process into an automated evaluation loop.