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Home/Authors/Peter Romov

Peter Romov

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
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Publications per year

1
26

Top categories

ML×1AI×1Crypto×1

Frequent co-authors

Alexander Panfilov1×
Igor Shilov1×
Yves-Alexandre de Montjoye1×
Jonas Geiping1×
Maksym Andriushchenko1×

Research Timeline

2026
Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs

The paper demonstrates that using advanced AI agents in an autoresearch loop can discover novel and highly effective adversarial attack algorithms, significantly advancing the state-of-the-art for jailbreaking and prompt injection against robust LLMs.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.AIcs.CRRecentMar 25, 2026

Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs

Alexander Panfilov, Peter Romov, Igor Shilov, Yves-Alexandre de Montjoye +2 more

The paper demonstrates that using advanced AI agents in an autoresearch loop can discover novel and highly effective adversarial attack algorithms, significantly advancing the state-of-the-art for jai…

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