Introducing ARTIPHISHELL! An LLM-Based Cyber Reasoning System made by @shellphish that autonomously finds and patches vulnerabilities for the @DARPA AIxCC competition (

RT @SCAI_ASU: In August, #ASUEngineering @SCAI_ASU faculty members and doctoral students were part of the 25-person @shellphish team. The ‘….

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WE QUALIFIED FOR AIxCC FINALS!!!!

RT @Zardus: We did it!!!! @Shellphish qualifies for the AIxCC finals!!!.

RT @josephmenn: I wrote about ace hacking team @shellphish and the DARPA quest to make AI patch software flaws for us. See it in the @washi….

Last but not least, a huge thank you to @itszn13 for everything she contributed!!

While we want to win, we are most excited about seeing everyone’s approach to AIxCC and what we can all learn from this crazy competition. SEE YOU IN VEGAS @defcon!.

Whatever happens in the competition, it was a crazy journey, made possible through the blood, sweat, tears and red noses of the @shellphish team as well as support from @ASU, @ucsantabarbara, and @LifeAtPurdue, not to mention the Shellphish Support Syndicate.

In our testing, ARTIPHISHELL finds and successfully patches all the OSS challenge problems (such as nginx, Jenkins, and THE LINUX KERNEL) as well as several OSS-Fuzz programs!.

ARTIPHISHELL was made possible through the $1M @DARPA AIxCC Small Business Track prize (and a dangerous amount of caffeine).

A spiritual successor to the 3rd place @DARPA Cyber Grand Challenge finisher the Mechanical Phish (, ARTIPHISHELL leverages recent advances in AI to propel cyber security forward.

Our approach to AIxCC is simple too—hack harder.

Success for us is simple—an open-source software system that can automatically find and patch vulnerabilities in software, thus leading to improved security for everyone.

Root for the vision, root for the dream, root for a world of free software and AIs working for us rather than against us.

Why root for Shellphish in AIxCC?.

There’s room for a new idea.

Too long have the companies in the cybersecurity industry been, well, companies.

While the biological substrate of the Shellphish Support Syndicate rests in the skulls of students, faculty, and engineers at @ASU @ucsantabarbara and @LifeAtPurdue , the dream is global.

Faced with the next frontier of cyber autonomy, Shellphish has dreamed a new component into being: a Support Syndicate to make the cyber autonomy dream become a business reality.

Naturally, the AIxCC drew the collective interest of the entity.