Johannes F. Loevenich

27 papers B 3Journal 2Unranked 22

Year	Rank	Type	Title / 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	—	`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	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
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
2023	—	`conf`	Accelerating NATO Transformation with SnTEE: Experiments with Network Security Function Virtualization in Coalition Networks. ICMCIS Roberto Rigolin Ferreira Lopes, Johannes F. Loevenich, Konrad S. Wrona, Paulo H. L. Rettore, Jerry Falkcrona, Joseph T. Mathews, Nils Nordbotten, Bogdan Vasilache, Thorsten Lampe, Olwen L. Worthington, Juha Röning
2023	—	`conf`	Autonomous Cyber Defense Agents for NATO: Threat Analysis, Design, and Experimentation. MILCOM Alexander Velazquez, Roberto Rigolin Ferreira Lopes, Adrien Bécue, Johannes F. Loevenich, Paulo H. L. Rettore, Konrad S. Wrona
2023	—	`conf`	Cooperative Agent System for Quantifying Link Robustness in Tactical Networks. MILCOM Johannes F. Loevenich, Philipp Zißner, Paulo H. L. Rettore, Jonas Bode, Tobias Hürten, Thorsten Lampe, Roberto Rigolin Ferreira Lopes
2023	—	`conf`	Coordinating the SDN and TDMA Planes in Software-Defined Tactical MANETs with Adaptive Coding and Modulation. ICMCIS Yiannis Papageorgiou, Johannes F. Loevenich, Merkouris Karaliopoulos, Paulo H. L. Rettore, Roberto Rigolin Ferreira Lopes, Iordanis Koutsopoulos
2023	J	`jnl`	DataFITS: A Heterogeneous Data Fusion Framework for Traffic and Incident Prediction. IEEE Trans. Intell. Transp. Syst. Philipp Zißner, Paulo H. L. Rettore, Bruno P. Santos, Johannes F. Loevenich, Roberto Rigolin Ferreira Lopes
2023	—	`conf`	Improving Robustness and Reducing Control Overhead via Dynamic Clustering in Tactical SDN. MILCOM Philipp Zißner, Paulo H. L. Rettore, Bruno P. Santos, Roberto Rigolin Ferreira Lopes, Johannes F. Loevenich, Peter Sevenich
2023	—	`conf`	Mobility Prediction at the Tactical Edge: A Handover for Centralized/Decentralized Networks. ICMCIS Merlin von Rechenberg, Johannes F. Loevenich, Philipp Zißner, Paulo H. L. Rettore, Roberto Rigolin Ferreira Lopes, Peter Sevenich
2022	—	`conf`	A Bayesian Inference Model for Dynamic Neighbor Discovery in Tactical Networks. ICMCIS Johannes F. Loevenich, Paulo H. L. Rettore, Roberto Rigolin Ferreira Lopes, Aleksandr Sergeev
2022	—	`conf`	Adversarial Attacks Against Reinforcement Learning Based Tactical Networks: A Case Study. MILCOM Johannes F. Loevenich, Jonas Bode, Tobias Hürten, Luca Liberto, Florian Spelter, Paulo H. L. Rettore, Roberto Rigolin Ferreira Lopes
2022	—	`conf`	An Intelligent Model to Quantify the Robustness of Tactical Systems to Unplanned Link Disconnections. DRCN Johannes F. Loevenich, Aleksandr Sergeev, Paulo H. L. Rettore, Roberto Rigolin Ferreira Lopes
2022	—	`conf`	Towards Software-Defined Tactical Networks: Experiments and Challenges for Control Overhead. MILCOM Paulo H. L. Rettore, Miodrag Djurica, Roberto Rigolin Ferreira Lopes, Vinícius F. S. Mota, Eelco Cramer, Floris Drijver, Johannes F. Loevenich
2021	—	`conf`	A Handover Mechanism for Centralized/Decentralized Networks Over Disruptive Scenarios. MILCOM Paulo H. L. Rettore, Merlin von Rechenberg, Johannes F. Loevenich, Roberto Rigolin Ferreira Lopes, Peter Sevenich
2021	J	`jnl`	Maximizing the Probability of Message Delivery Over Ever-Changing Communication Scenarios in Tactical Networks. IEEE Netw. Lett. Johannes F. Loevenich, Roberto Rigolin Ferreira Lopes, Paulo H. L. Rettore, Sharath Maligera Eswarappa, Peter Sevenich