Jakob Nyberg

According to our database, Jakob Nyberg authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Vejde: A Framework for Inductive Deep Reinforcement Learning Based on Factor Graph Color Refinement.

Jakob Nyberg, Pontus Johnson

CoRR, September, 2025

2024

Anomaly Detection in Security Logs using Sequence Modeling.

Simon G. E. Gökstorp, Jakob Nyberg, Yeongwoo Kim, Pontus Johnson, György Dán

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Structural Generalization in Autonomous Cyber Incident Response with Message-Passing Neural Networks and Reinforcement Learning.

Jakob Nyberg, Pontus Johnson

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

2023

Training Automated Defense Strategies Using Graph-based Cyber Attack Simulations.

Jakob Nyberg, Pontus Johnson

CoRR, 2023

2022

Cyber threat response using reinforcement learning in graph-based attack simulations.

Jakob Nyberg, Pontus Johnson, András Méhes

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

2021

Estimating Subjective Crowd-Evaluations as an Additional Objective to Improve Natural Language Generation.

Jakob Nyberg, Ramesh R. Manuvinakurike, Maike Paetzel-Prüsmann

CoRR, 2021