Jakob Nyberg
DOCTORAL STUDENT
Kungliga Tekniska Högskolanhttps://www.kth.se/profile/jaknyb
Details
Address
TEKNIKRINGEN 33
E-mail
Researcher
Researcher ID
About me
A doctoral student at NSE. Researching possibilites of combining cyber-security and machine learning. Working with the project named SENTIENCE.
My supervisors are Pontus Johnson och Rolf Stadler.
Education
- Master of Science in Engineering. Examined 2020 at Uppsala University.
Publications
- Response Generation Using Large-scale Pre-trained Language Models
- Cyber threat response using reinforcement learning in graph-based attack simulations
- Learning automated defense strategies using graph-based cyber attack simulations
- Anomaly Detection in Security Logs using Sequence Modeling
- Co-authored with Simon Gökstorp and Yeongwoo Kim
- Structural Generalization in Autonomous Cyber Incident Response with Message-Passing Neural Networks and Reinforcement Learning
Courses
Advanced Ethical Hacking (FEP3370), assistant, teacher | Course web
Ethical Hacking (EN2720), assistant | Course web
Ethical Hacking (EP282U), assistant | Course web
Ethical Hacking (EP283U), assistant | Course web
Ethical Hacking I (EP274V), assistant | Course web
Ethical hacking II (EP275V), assistant | Course web