Reproduce “From Firewalls to Frontiers: AI Red-Teaming is a Domain-Specific Evolution of Cyber Red-Teaming” on OpenResearch
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About this paper
Anusha Sinha, Keltin Grimes, James Lucassen, Michael Feffer, Nathan VanHoudnos, Zhiwei Steven Wu, Hoda Heidari
The paper argues that AI red-teaming should test whole AI-enabled systems, not isolated models or software, because attackers can use whichever component offers an easier path. It proposes combining cybersecurity practices with AI-specific expertise and risks. Its review covers 99 AI and 69 cyber red-team papers, finding complementary gaps, but does not show integration improves security outcomes.
Summary by alphaXiv.
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