Custom AI Tool Beats Microsoft PyRIT

Описание: In this video, we move beyond manual prompt injection and explore advanced methods for testing AI applications. We start by reviewing available tools like PyRIT from Microsoft and Garak from Nvidia. Our main focus is building a custom, advanced AI security toolkit using Claude's capabilities, following a strategic, multi-turn approach.

We set up a vulnerable AI lab featuring a RAG chatbot, a Weather Agent, and MCP tools, each with three levels of security. The video details the brainstorming process with Claude, where we refine the plan to ensure our custom tool—dubbed the Advanced Multi-Turn AI Pen Testing Framework (AMTF)—incorporates industry best practices and outperforms PyRIT and Garak.

Watch as AMTF and PyRIT go head-to-head. We cover the surprising results, which include the extraction of complete tool schemas, tool call fields, and system prompts from the vulnerable agents. We also demonstrate the effectiveness of indirect prompt injection via document uploads. Find out which tool narrowly wins the overall assessment and the final key takeaways for deep exploitation and broad scanning.

Tools & Techniques Covered:
Advanced LLM Security Testing
Prompt Injection and Multi-Turn Attacks
Building a Custom Toolkit with Claude
Microsoft PyRIT Comparison
System Prompt and Tool Schema Extraction
LLM as a Judge Methodology

Link to Code:
The code for the Advanced Multi-Turn AI Pen Testing Framework (AMTF) will be available on the Transilience GitHub repo.

Checkout our free Pen testing code repo here: https://github.com/transilienceai/com...


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