Author

Ágney Lopes Roth Ferraz

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Preprint Aug 2026

FlyBlind: Cross-Slice Timeliness Attacks on UAV Situational Awareness over 5G

Beyond Visual Line of Sight (BVLOS) Uncrewed Aerial Systems (UAS) operating over 5G Standalone (SA) networks use a shared User Plane for both command-and-control (C2) data and video feedback. Operators assess link quality through latency and availability, relying on soft isolation between network slices. However, the r...

Wagner Comin Sonaglio, Ágney Lopes Roth Ferraz, Sidnei Barbieri et al. · 0 citations

#artificial intelligence Preprint Sep 2026

A Proposal for an Agentic AI Architecture to Support Multi-Domain Decision-Making in the Brazilian Armed Forces

This paper proposes a conceptual Agentic AI architecture for AI systems that can plan, access data sources, execute tools, and act autonomously and audibly, aimed at supporting decision-making across the three Brazilian Armed Forces.

Gioliano de Oliveira Braga, Sidnei Barbieri, Ágney Lopes Roth Ferraz et al. · 0 citations

#artificial intelligence May 2026

PocketAgents: A Manifest-Driven Library of Autonomous Defense Agents

PocketAgents is presented, a manifest-driven library of autonomous defense agents that evaluated two agents for the Command and Control and Exfiltration tactics in 18 closed-loop trials of a DarkSide-inspired attack on a small enterprise topology.

Sidnei Barbieri, Ágney Lopes Roth Ferraz, L. Pereira · arXiv.org · 1 citation