Hi! Thanks for visiting my page. I am a group lead at the DLR Institute of Data Science in Jena, responsible for our Secure Software Engineering Group. We apply and advance machine learning methods to provide software developers with tools, methods and processes that support them in developing secure software. If you are interested, check out my CV and publications.

Selected recent publications (see all publications)

A Static Analysis Platform for Investigating Security Trends in Repositories
SVM 2023
Tim Sonnekalb and Christopher-Tobias Knaust and Bernd Gruner and Clemens-Alexander Brust and Lynn von Kurnatowski and Andreas Schreiber and Thomas S. Heinze and Patrick Mäder

Cross-Domain Evaluation of a Deep Learning-Based Type Inference System
MSR 2023 | pdf
Bernd Gruner and Tim Sonnekalb and Thomas S. Heinze and Clemens-Alexander Brust

ROMEO: A binary vulnerability detection dataset for exploring Juliet through the lens of assembly language
Computers & Security (COSE) 2023 | pdf
Clemens-Alexander Brust and Tim Sonnekalb and Bernd Gruner

Teaching

Currently, I teach secure software engineering at FSU Jena. Course Material

Projects

• ROMEO: Exploring Juliet through the Lens of Assembly Language. GitLab
• CHILLAX: Concept hierarchies for imprecise label learning and annotation extrapolation. GitHub
• CHIA: Concept hierarchies for incremental and active learning. GitHub