Thesis Projects
Information about Diploma/Master thesis process
Open Theses
Automated Data Processing and Knowledge Discovery for Time Series Data utilizing Large Language Models
Large language models (LLMs) have proven the ability to assist diverse users in conducting a variety of individual tasks via intuitive and natural conversations. This thesis discusses a utilization of LLMs to perform (semi-)automated data processing and analyses on time series data. One major goal is to reduce expertise-related dependencies, allowing more people to manipulate ...The impact of privacy-enhancing technologies on the quality of services on power grid systems
An evaluation methodology for cyber security on (smart) grid systems
The overhead of security-by-design requirements on current power grid systems
Running Theses
Generating security playbooks from attack-defense trees using Large Language Models
Applicability of Large Language Models for Evaluating Digital Exercises in Higher Education
As universities strive to enhance the effectiveness of their lecture exercises, there arises a need for diverse and realistic test user scenarios to evaluate the understandability and usefulness of educational materials. However, in creating such scenarios a number of challenges arise: Real world students can rarely be used for testing, they are likely inexperienced or ...Knowledge Graph Construction from Biomedical Literature using Large Language Models
Fine-tuning pre-trained large language models (LLMs) enhances biomedical text mining. This thesis introduces a tool capable of performing tasks such as Named Entity Recognition (NER), Normalization (NEN), and Knowledge Graph Construction (KGC). A key research question explores how LLMs can address the challenges of named entity recognition, normalization, and relation extraction in biomedical contexts.Supervised fine-tuning LLMs for cybersecurity playbook translation
Prompt Engineering for Translating unstructured playbooks into CACAO standard with the help of Large Language Models
Completed Theses
Algorithmic Approaches to Overlapping Community Detection – PSO_LPA and Graph Visualization
Algorithmic Approaches to Overlapping Community Detection - PSO_LPA and Graph VisualizationIs there data? Repository approaches to simplify the search for reusable research data
The discovery of scientific knowledge has always been a continuous and exponentially growing process. As data-driven research generates massive amounts of datasets, there has been a growing awareness among researchers and institutions regarding the importance of making research data openly accessible. Making the underlying data freely accessible contributes to reproducibility and transparency in research and ...Moving from Ad-hoc to a Structured Testing Approach in a Graph Analysis and Community Detection Framework
Algorithmic Approaches to Overlapping Community Detection – Multiplex Networks
Algorithmic Approaches to Overlapping Community Detection - Multiplex NetworksAlgorithmic Approaches to Overlapping Community Detection – Protein-Protein Interaction Networks
Algorithmic Approaches to Overlapping Community Detection - Protein-Protein Interaction Networks