Thesis topics
The following are examples of potential topics for a bachelor or master thesis. Other topics are also possible, to be agreed on by the student and the supervisor.
- Optimizing the memory footprint of distributed secure neural network inference
- Secure and explainable distributed inference with neural networks
- Secure inference with dynamic neural networks
- Video analysis with secure neural network inference
- Analysis of security threats in retrieval-augmented generation
- Combination of methods to increase the robustness of machine learning against attacks
- Applying optimization algorithms to the prioritization of IT security risks
- Applying machine learning to the prioritization of IT security risks
- Formal verification of security properties in neural networks
- Decentralized, coordinated security risk identification and mitigation
- Processing cyber threat intelligence documents with large language models
- Implementation and analysis of a privacy-preserving robotaxi service
- Usage of large language models in privacy engineering