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
• Analysis of security threats in retrieval-augmented generation
• Simulation of cyber attack and defense strategies
• Applying machine learning to the prioritization of IT security risks