Roberto Rigolin F. Lopes

19 papers B 4Journal 1Unranked 14
YearRankTypeTitle / Venue / Authors
2025 B conf
A Hybrid Model for Network Condition Forecasting to Improve QoS in Tactical MANETs.
NOMS
Johannes F. Loevenich, Tobias Hürten, Florian Spelter, Johannes Braun, Erik Adler, Linnet Moxon, Roberto Rigolin F. Lopes
2025 — conf
Automating Cyber Threat Intelligence and Attack Chain Generation using Cyber Security Knowledge Graphs and Large Language Models.
ICMCIS
Johannes F. Loevenich, Erik Adler, Tobias Hürten, Florian Spelter, Damian Roncevic, Roberto Rigolin F. Lopes
2025 — conf
Automating Cybersecurity Risk Assessment for AI Systems in Military & Critical Infrastructure.
MILCOM
Johannes F. Loevenich, Laurin Holz, Erik Adler, Tobias Hürten, Florian Spelter, Roberto Rigolin F. Lopes
2025 — conf
Cyber Operations Gyms to Train Autonomous Cyber Defense Agents for NATO.
ICMCIS
Alexander Velazquez, Johannes F. Loevenich, Tobias Hürten, Konrad S. Wrona, Paulo H. L. Rettore, Vasil Boshnakov, Frederica Free-Nelson, Tracy Braun, Roberto Rigolin F. Lopes
2025 J jnl
Design and evaluation of an Autonomous Cyber Defence agent using DRL and an augmented LLM.
Comput. Networks
Johannes Loevenich, Erik Adler, Tobias Hürten, Roberto Rigolin F. Lopes
2025 — conf
Explaining Hybrid RL Agents for Cyber Defense using SHAP and Reward Decomposition.
MILCOM
Silja Kluge, Laurin Holz, Johannes F. Loevenich, Roberto Rigolin F. Lopes
2025 — conf
Formal Verification of Autonomous Cyber Defense for Abstraction of Critical Network Scenarios.
MILCOM
Samy Meziane, Laurin Holz, Tobias Hürten, Johannes Loevenich, Thies Möhlenhof, Roberto Rigolin F. Lopes
2025 B conf
On the Challenges to Adapt to Ever-Changing Network Conditions in Tactical MANETs.
NOMS
Johannes F. Loevenich, Roberto Rigolin F. Lopes
2025 — conf
Quantifying the Impact of Poisoning Attacks in Deep Neural Networks for Attack Classification.
MILCOM
Florian Spelter, Johannes F. Loevenich, Tobias Hürten, Erik Adler, Roberto Rigolin F. Lopes
2025 B conf
Towards Robust Autonomous Cyber Defence Agents Using Hybrid AI Models.
NetSoft
Laurin Holz, Johannes Loevenich, Roberto Rigolin F. Lopes
2024 — conf
Adaptive QoS Mechanisms for Control and Data Planes of Software-Defined Tactical Networks.
ICMCIS
Paulo H. L. Rettore, Philipp Zißner, Roberto Rigolin F. Lopes, Johannes Loevenich, Peter Sevenich
2024 — conf
BRETAGNE: Building a Reproducible and Efficient Training AI Gym for Network Environments.
MILCOM
Yann Gourlet, Thomas Lefeuvre, Johannes F. Loevenich, Tobias Hürten, Florian Spelter, Erik Adler, Johannes Braun, Linnet Moxon, Roberto Rigolin F. Lopes
2024 B conf
DRL meets GNN to improve QoS in Tactical MANETs.
NOMS
Johannes F. Loevenich, Roberto Rigolin F. Lopes
2024 — conf
Design of an Autonomous Cyber Defence Agent using Hybrid AI models.
ICMCIS
Johannes F. Loevenich, Erik Adler, Rémi Mercier, Alexander Velazquez, Roberto Rigolin F. Lopes
2024 — conf
Exploring the Potential of Large Language Models for Red Teaming in Military Coalition Networks.
MILCOM
Erik Adler, Johannes F. Loevenich, Linnet Moxon, Tobias Hürten, Florian Spelter, Johannes Braun, Yann Gourlet, Thomas Lefeuvre, Roberto Rigolin F. Lopes
2024 — conf
Hierarchical Multi-Agent Reinforcement Learning for Autonomous Cyber Defense in Coalition Networks.
MILCOM
Tobias Hürten, Johannes F. Loevenich, Florian Spelter, Erik Adler, Johannes Braun, Linnet Moxon, Yann Gourlet, Thomas Lefeuvre, Roberto Rigolin F. Lopes
2024 — conf
Towards Robust and Secure Autonomous Cyber Defense Agents in Coalition Networks.
MILCOM
Johannes F. Loevenich, Tobias Hürten, Florian Spelter, Erik Adler, Johannes Braun, Linnet Moxon, Yann Gourlet, Thomas Lefeuvre, Roberto Rigolin F. Lopes
2024 — conf
Training Autonomous Cyber Defense Agents: Challenges & Opportunities in Military Networks.
MILCOM
Johannes F. Loevenich, Erik Adler, Adrien Bécue, Alexander Velazquez, Konrad S. Wrona, Vasil Boshnakov, Jerry Falkcrona, Nils Nordbotten, Olwen L. Worthington, Juha Röning, Roberto Rigolin F. Lopes
2017 — conf
Reactive/proactive connectivity management in a tactical service-oriented infrastructure.
ICMCIS
Roberto Rigolin F. Lopes, Mikko Nieminen, Antti Viidanoja, Stephen D. Wolthusen