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Author

Emanuele La Malfa

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#artificial intelligence Preprint Oct 2026

Reflections and Fragments: Securing LLMs Against Sequential Mosaic Attacks

Self-play red-teaming improves language-model safety by pitting attacker and defender roles against each other in a zero-sum game. However, real adversaries increasingly use mosaic attacks: multi-turn sequences whose individual fragments are innocuous in isolation yet assemble into a harmful payload. We develop a theor...

Emanuele La Malfa, Saar Cohen, G. La Malfa et al. · 0 citations
Preprint Aug 2026

Explore, Map, Remember, Decide: Are Embodied VLMs Ready for Safety-Critical Scenarios?

Theory of Space framework (ToS) assesses the spatial understanding of curiosity-driven Vision-Language Models (VLMs) under partial observability. As AI techniques are increasingly applied to safety-critical scenarios, it is crucial to understand whether VLMs possess robust spatial memory and make reliable decisions. In...

G. Malfa, Nitay Alon, Emanuele La Malfa et al. · 0 citations

Fetch.ai: An Architecture for Modern Multi-Agent Systems

The Fetch.ai architecture is introduced, an industrial-strength platform designed to bridge the gap by facilitating the integration of classical MAS principles with modern AI capabilities, and provides a principled architecture for moving beyond current agent implementations towards open, collaborative, and economicall...

Michael Wooldridge, Attila Bagoly, Jonathan Ward et al. · 5 citations

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