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DOC: add blog post for XPIAOrchestrator with AI Recruiter #716

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@KutalVolkan KutalVolkan commented Feb 15, 2025

This is the first draft of the blog post, providing an overview of the XPIA Orchestrator and AI Recruiter use case within PyRIT. We explore how these components interact to assess AI vulnerabilities in automated résumé screening. The blog details how XPIA automates attacks using manipulated PDFs and how the AI Recruiter processes and ranks candidates, demonstrating potential AI exploitation scenarios.

In the full blog, we will delve deeper into the technical aspects, optionally including graphics, references to similar threads, and mapping these vulnerabilities to the OWASP Top Ten for LLMs. The discussion will cover both current vulnerabilities observed in the demo and potential risks if the AI Recruiter is further extended.

Related Issue:
#684

@KutalVolkan KutalVolkan changed the title [DRAFT] DOC: add blog post for XPIAOrchestrator with AI Recruiter DOC: add blog post for XPIAOrchestrator with AI Recruiter Feb 22, 2025
@KutalVolkan KutalVolkan marked this pull request as ready for review February 22, 2025 16:07
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KutalVolkan commented Feb 22, 2025

Hello @romanlutz and @rlundeen2,

I’d appreciate your feedback on this! Does it align with the right direction, or should I place more emphasis on the XPIA Orchestrator and AI Recruiter? Would a diagram help illustrate the attack flow? What is the max word size of the blog post?

Open to any thoughts you have and feel free to add or delete sections. :)

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@nina-msft nina-msft left a comment

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This reads easily to me - great job :-) I read this without the prior context of your AI Recruiter work so my feedback comes from that perspective.

Overall my feedback is just about giving more context up-front so some curiosities are answered before getting to the further reading links at the bottom.

I'll leave it to @rlundeen2 / @romanlutz for more direction as they've reviewed your other contributions more heavily.

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