Thesis Projects
Information about Diploma/Master thesis process
Open Theses
Virtual Graph-based Data Access in Heterogeneous Distributed-Analytics Environments
The goal of this thesis is to evaluate the applicability of so-called Virtual Graphs in a Distributed Analytics environment.[Applications closed] LLM-based Tool for Integrating Ontologies and Knowledge Graphs Into Researchers’ RDM Processes
LLM-based Tool for Integrating Ontologies and Knowledge Graphs Into Researchers' RDM ProcessesLeveraging Large Language Models for Enhanced Decision Support in Home Energy Management
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 as a tool for informed decision-making in energy investments and operations. One major goal is to transform the way the consumers engage with home ...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
Guided Knowledge Presentations with Mixed Reality Agents
Mixed reality agents are simulated humans who are displayed in a mixed reality environment, e.g., in augmented reality or virtual reality. They provide the opportunity to support teaching activities with automation. Possible use cases include general presentations in one place, e.g., of lecture content and station-based routes as seen in museums or with tourist guides. ...Utilizing RAG-Based LLM Approaches to Advance Automated Cybersecurity Incident Response Playbook Generation
A Natural Language Interface for the Semantic Data Lake system (SEDAR) via LLMs
A Natural Language Interface for the Semantic Data Lake system (SEDAR) via LLMsEnhancing Spam Email Detection via Sentiment-Modification using LLMs
Instruction-Based and Human Feedback-Driven Automation of LLM-Assisted Cybersecurity Playbook Translation into a Standardized, Machine-Readable Format
Completed Theses
A Condensation-based Anonymization Approach for Intrusion Detection
A Condensation-based Anonymization Approach for Intrusion DetectionLocal Differential Privacy Preserving Intrusion Detection Systems
Local Differential Privacy Preserving Intrusion Detection SystemsAlgorithmic Approaches to Overlapping Community Detection – PSO_LPA and Graph Visualization
Algorithmic Approaches to Overlapping Community Detection - PSO_LPA and Graph VisualizationTowards a Data Space for Cyber Threat Intelligence
Is 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 ...