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Author

A. Happe

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Review Jul 2026

The Ethics of Autonomous AI Agents for Offensive Security

This work analyzes how moral attribution becomes diffuse between users, tool-makers, and third parties when employing autonomous AI agents for offensive security and examines the stakeholder impact of this technology.

A. Happe, Jürgen Cito, Jasmin Wachter · 2 citations
Book Open access Aug 2026

ATLAS: Discovering Agent Strategies through LLM-Guided Abstraction and Automata Learning

This work presents ATLAS (Automata Learning for Agent Trajectory Analysis and Strategy Discovery), an approach for recovering interpretable behavioral models from agent trajectories that enable systematic understanding and analysis of otherwise opaque AI agents.

Ignacio D. Lopez-Miguel, A. Happe, J. Cito et al. · 1 citation

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