DBIS

Information about Diploma/Master thesis process

Open Theses

Running Theses

• CHALLENGE: Collaborative Human-Agent Learning for Leveraging Engagement in Negotiated Governance of MLOps

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  The goal of this thesis is to design and prototype a serious game that simulates stakeholder engagement challenges in MLOps lifecycles. The game will make use of LLM-based agents to represent typical stakeholder roles (e.g., data scientists, ML engineers, domain experts, operations managers) and allow players to interact with them in different lifecycle stages. The aim ...

• TIME-PG: Transparent and Inclusive Modernization through Explainability with LLM-based Participatory Governance

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  This thesis aims to explore and prototype a system for participatory governance and transparent decision-making in the context of modernizing legacy software systems. Using Large Language Models (LLMs), the system will analyze and extract decisions from various project artifacts (e.g., commit messages, meeting transcripts), represent them in a structured decision domain model, and create an ...

• Declerative Decentralized Analytics Workflows for FAIRData Sharing and Utilization

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  This thesis focuses on addressing the limitations of current Distributed Analytics Architectures by developing a declarative approach to model and automate cross-institutional analysis workflows. It aims to implement a secure, low-complexity architecture that enhances reproducibility and extensibility while evaluating its effectiveness compared to existing methods.

• Enhancing LLM-based Cybersecurity Playbook Transformation Using Process Similarities

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• Human-Machine Teaming for Incident Response

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Completed Theses

• Federated Machine Learning Architecture for an MDF Production Industry Use Case

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  Federated Machine Learning Architecture for an MDF Production Industry Use Case

• Data-driven quality assurance in grinding manufacturing technology

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  Data-driven quality assurance in grinding manufacturing technology

• A Privacy-Preserving Machine Learning Approach for DGA Detection

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• Development of a hybrid Intrusion Detection System for EV Charging Stations

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  Development of a hybrid Intrusion Detection System for EV Charging Stations

• Large Language Model-Driven Mixed Reality Tour Guides

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  Conveying information in a tour traditionally either requires a real human or an audio recording. However, the human guide might not always be available and the quality in the tours varies. With audio recordings, extra care has to be taken to convey to the user which element is currently being talked about since there are ...

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