TLDR InfoSec · STRATEGIES & TACTICS

AUDITING THE ASK ASTRO LLM Q&A APP

blog.trailofbits.com11 min read

Summary from the TLDR InfoSec newsletter

This blog post discusses security issues found in the Ask Astro open-source chatbot application, focusing on potential chatbot output poisoning, inaccurate document ingestion, and denial of service risks. An audit identified architectural and implementation flaws in Ask Astro, including data poisoning through source material deletion and split-view poisoning through GitHub issues. Recommendations include implementing proper audit and moderation tools to mitigate data poisoning risks and ensuring content updates propagate accurately to the vector database.