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Jakob Nyberg

Observed name: Nyberg, Jakob
Observed institution: KTH Royal Institute of Technology
ORCID: 0000-0003-2663-0708
Observed ORCID: 0000-0003-2663-0708
OpenAlex ID: A5063844844
Learning automated defense strategies using graph-based cyber attack simulations
2023 · Jakob Nyberg, Pontus Johnson · Workshop on Security Operation Center Operations and Construction (WOSOC) · 10
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Cyber threat response using reinforcement learning in graph-based attack simulations
2022 · Jakob Nyberg, Pontus Johnson, et al. · IEEE/IFIP Network Operations and Management Symposium (NOMS) · 10
Channel-Centric Spatio-Temporal Graph Networks for Network-based Intrusion Detection
2024 · Eduardo Santos Escriche, Jakob Nyberg, et al. · IEEE Conference on Communications and Network Security · 7
Anomaly Detection in Security Logs using Sequence Modeling
2024 · Simon Gökstorp, Jakob Nyberg, et al. · IEEE/IFIP Network Operations and Management Symposium (NOMS) · 7
Training Automated Defense Strategies Using Graph-based Cyber Attack Simulations
2023 · Nyberg, Jakob, Johnson, Pontus · arXiv (Cornell University) · 3
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Improving armed conflict prediction using machine learning : ViEWS+
2018 · Valeria Helle, Andra-Stefania Negus, et al. · KTH Publication Database DiVA (KTH Royal Institute of Technology) · 3
Structural Generalization in Autonomous Cyber Incident Response with Message-Passing Neural Networks and Reinforcement Learning
2024 · Jakob Nyberg, Pontus Johnson · IEEE International Conference on Cyber Security and Resilience (CSR) · 2
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The MAL Simulator: Cyber Operations Simulation based on Attack & Defense Graphs
2026 · Jakob Nyberg, Sandor Berglund, et al. · Research Square
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NeuroGuard: An Interpretable Cyber Defense Agent Through Reinforcement Learning
2026 · Yacine Anser, Jakob Nyberg, et al. · Lecture notes in computer science
A Cyber Range Evaluation of Autonomous Network Incident Response Agents
2026 · Nyberg, Jakob, Sommestad, Teodor, et al. · arXiv (Cornell University)
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Anomaly Detection in Security Logs Using Sequence Modeling
2026 · Gökstorp, Simon, Nyberg, Jakob, et al. · KTH Data Repository (KTH Royal Institute of Technology)
NeuroGuard
2026 · Yacine, ANSER, Nyberg, Jakob, et al. · Zenodo (CERN European Organization for Nuclear Research)
pyRDDLGym Extension for the Vejde Library
2026 · Nyberg, Jakob, Johnson, Pontus · KTH Data Repository (KTH Royal Institute of Technology)
Meta Attack Language (MAL) Simulator Extension for the Vejde Library
2026 · Nyberg, Jakob, Loxdal, Joakim, et al.
Vejde: Relational Reinforcement Learning Library
2026 · Nyberg, Jakob, Johnson, Pontus · KTH Data Repository (KTH Royal Institute of Technology)
Wazuh/Meta Attack Language (MAL) Interface for Cyber Defense Agents
2026 · Nyberg, Jakob, Loxdal, Joakim, et al. · KTH Publication Database DiVA (KTH Royal Institute of Technology)
CadsLang: A Smaller CoreLang for Network Security Modeling and Machine Learning Agents
2026 · Buhaiu, Andrei, Nyberg, Jakob · KTH Data Repository (KTH Royal Institute of Technology)
The Meta Attack Language (MAL) Simulator
2026 · Loxdal, Joakim, Nyberg, Jakob, et al. · KTH Publication Database DiVA (KTH Royal Institute of Technology)
Automated Cyber Attack & Defense Logs from ADS-24/Crate
2026 · Nyberg, Jakob, Sommestad, Teodor, et al. · KTH Publication Database DiVA (KTH Royal Institute of Technology)
Graph Neural Network Reinforcement Learning Agent Training Library for the CAGE 2 Challenge
2024 · Nyberg, Jakob, Johnson, Pontus
A Meta Attack Language (MAL) Simulator Prototype
2024 · Nyberg, Jakob, Johnson, Pontus
Estimating Subjective Crowd-Evaluations as an Additional Objective to Improve Natural Language Generation
2021 · Nyberg, Jakob, Manuvinakurike, Ramesh, et al. · arXiv (Cornell University)
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Panda Cloud System Management Stjärna Fyrkant Umeå
2015 · Jakob Nyberg · KTH Publication Database DiVA (KTH Royal Institute of Technology)
Telias 4G i Umeå
2014 · Jakob Nyberg
Works count: 29
Citation count: 44
H-index: 4
I10-index: 2
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