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Aleksandr Nikolich

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#artificial intelligence Preprint Sep 2026

RISE: Red-teaming via Iterative Strategy Evolution for Modern Text-to-Image Models

On modern production text-to-image systems, successful policy violations are rare, and previously effective human-written seeds are often patched out. Current automated red-teamers are poorly matched to this regime in two ways: unreliable success measurement and poor exploration. First, we find that judges widely used...

Dmitrii Kharlapenko, Sergei Bratchikov, Konstantin Korolev et al. · 0 citations

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