Master's Thesis Localisation of Safety Neurones in Text2Image Models

Fraunhofer-Gesellschaft · Darmstadt

ThesisGerman needed: none

Still open on 1 Nov

You apply on the company's own website.

What you'll do

Objective: The work aims to investigate the localisations of safety neurones in T2I models and compare them with T2T models. For this purpose, the proposed approaches for the localisation of safety neurones from T2T models will be adapted and implemented for T2I models. Finally, results regarding the localisation and significance of the neurones are analysed to highlight similarities and differences in the architectures.
Results: The results of this work aim to conceptualise the differences in model architectures for LLM security research. Since T2I models receive less attention, it is important to motivate further research on these models. For this purpose, a comprehensive comparison of different architectures and their associated safety neurones will be conducted as part of the work. The results are verified by a targeted deactivation of the identified neurones and then compared with randomly deactivated neurones.

The company did not list what you need. Open the job on the company site to read it.

Objective: The work aims to investigate the localisations of safety neurones in T2I models and compare them with T2T models. For this purpose, the proposed approaches for the localisation of safety neurones from T2T models will be adapted and implemented for T2I models. Finally, results regarding the localisation and significance of the neurones are analysed to highlight similarities and differences in the architectures.
Results: The results of this work aim to conceptualise the differences in model architectures for LLM security research. Since T2I models receive less attention, it is important to motivate further research on these models. For this purpose, a comprehensive comparison of different architectures and their associated safety neurones will be conducted as part of the work. The results are verified by a targeted deactivation of the identified neurones and then compared with randomly deactivated neurones.

The company did not list what you need. Open the job on the company site to read it.