Langflow is a tool for building and deploying AI-powered

Penetration Testing of Agentic AI: A Comparative Security Analysis Across Models and Frameworks

system and 13 distinct attack scenarios that span prompt injection, Server Side Request Forgery (SSRF), SQL injection, and tool misuse. Our 130 total test cases reveal significant security disparities: AutoGen