Machine-learning supported vulnerability detection in source code. - Tim Sonnekalb (ESEC/SIGSOFT FSE, 2019)

Smart Hot Water Control with Learned Human Behavior for Minimal Energy Consumption. - Tim Sonnekalb; Sergio Lucia (WF-IoT, 2019)

Erste Überlegungen zur Erklärbarkeit von Deep-Learning-Modellen für die Analyse von Quellcode. - Tim Sonnekalb; Thomas S. Heinze; Patrick Mäder (Softwaretechnik-Trends, 2020)

Provenance-Based Security Audits and Its Application to COVID-19 Contact Tracing Apps. - Andreas Schreiber 001; Tim Sonnekalb; Thomas S. Heinze; Lynn von Kurnatowski; Jesús M. González-Barahona; Heather S. Packer (IPAW, 2021)

Towards Visual Analytics Dashboards for Provenance-driven Static Application Security Testing. - Andreas Schreiber 001; Tim Sonnekalb; Lynn von Kurnatowski (VizSec, 2021)

ROMEO: Exploring Juliet through the Lens of Assembly Language. - Clemens-Alexander Brust; Bernd Gruner; Tim Sonnekalb (CoRR, 2021)

Generalizability of Code Clone Detection on CodeBERT. - Tim Sonnekalb; Bernd Gruner; Clemens-Alexander Brust; Patrick Mäder (ASE, 2022)

Deep security analysis of program code. - Tim Sonnekalb; Thomas S. Heinze; Patrick Mäder (Empir. Softw. Eng., 2022)

A Static Analysis Platform for Investigating Security Trends in Repositories. - Tim Sonnekalb; Christopher-Tobias Knaust; Bernd Gruner; Clemens-Alexander Brust; Thomas S. Heinze; Lynn von Kurnatowski; Andreas Schreiber 001; Patrick Mäder (SVM, 2023)

Cross-Domain Evaluation of a Deep Learning-Based Type Inference System. - Bernd Gruner; Tim Sonnekalb; Thomas S. Heinze; Clemens-Alexander Brust (MSR, 2023)

TIPICAL - Type Inference for Python In Critical Accuracy Level. - Jonathan Elkobi; Bernd Gruner; Tim Sonnekalb; Clemens-Alexander Brust (SERA, 2023)

ROMEO: A binary vulnerability detection dataset for exploring Juliet through the lens of assembly language. - Clemens-Alexander Brust; Tim Sonnekalb; Bernd Gruner (Comput. Secur., 2023)

Vulnerability Prediction and Assessment Using Software Product Metrics and Machine Learning: What Does Not Work. - Tim Sonnekalb; Celestino Madera Castro; Bernd Gruner; Clemens-Alexander Brust; Wolfram Amme (QRS Companion, 2024)

Finding a Needle in a Haystack: Threat Analysis in Open-Source Projects. - Bernd Gruner; Sebastian Thomas Heckner; Tim Sonnekalb; Badr-Eddine Bouhlal; Clemens-Alexander Brust (SANER (Companion), 2024)

User-agent as a Cyber Intrusion Artifact: Detection of APT Activity using minimal Anomalies on the User-agent String Traffic (short paper). - Badr-Eddine Bouhlal; Tim Sonnekalb; Bernd Gruner; Clemens-Alexander Brust (ZEUS, 2024)