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Author

Ben Hagag

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Preprint Sep 2026

ORBIT: A Framework for Multi-Agent Safety and Security Evaluations

Multi-agent LLM systems are increasingly deployed for complex, long-horizon tasks or emerge as a natural consequence of agents interacting in the wild. Yet they give rise to significant safety and security risks: the flexible protocols that enable task generalization also expose novel threats, from cascading prompt inj...

Ben Hagag, William L. Anderson, S. Chakraborty et al. · 0 citations
Jun 2026

Linguistic Firewall: Geometry as Defense in Multi-Agent Systems Routing

ANTAP (Automatic Non-Textual Agent Picker), an evaluation-driven routing architecture that discards indirect proxies in favor of active capability testing, is introduced, which distills performance into fixed behavioral operators within a shared semantic space.

Dvir Alsheich, Adar Peleg, Ben Hagag et al. · 0 citations

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