Author

Inga Strümke

2 papers indexed here

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Preprint May 2026

Restricting the Model, Missing the System: Measurement and Accountability in Offensive AI Governance

It is argued that restricting access to a model is necessary but not sufficient and that policy and procurement also need system-level, harm-grounded capability assessment, and a study of an open-source framework in which lightweight large language model (LLM) agents coordinate through shared memory and evolutionary op...

M. A. Riegler, Finn Schwall, A. W. Olstad et al. · 0 citations

Review May 2026

AI Security Policy Should Assess Systems, Not Only Models

We present swarm-attack, an open-source adversarial testing framework in which multiple lightweight LLM agents coordinate through shared memory, parallel exploration, and evolutionary optimization. Together, our results demonstrate that both safety bypass of frontier models and software vulnerability discovery, i.e., t...

Michael A. Riegler, Inga Strümke · 0 citations