Tom Ganz

According to our database, Tom Ganz authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Software defect localization using explainable deep learning.

Tom Ganz

PhD thesis, 2024

SoK: Where to Fuzz? Assessing Target Selection Methods in Directed Fuzzing.

Felix Weissberg, Jonas Möller, Tom Ganz, Erik Imgrund, Lukas Pirch, Lukas Seidel, Moritz Schloegel, Thorsten Eisenhofer, Konrad Rieck

Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023

Hunting for Truth: Analyzing Explanation Methods in Learning-based Vulnerability Discovery.

Tom Ganz, Philipp Rall, Martin Härterich, Konrad Rieck

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

CodeGraphSMOTE - Data Augmentation for Vulnerability Discovery.

Tom Ganz, Erik Imgrund, Martin Härterich, Konrad Rieck

Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

Detecting Backdoors in Collaboration Graphs of Software Repositories.

Tom Ganz, Inaam Ashraf, Martin Härterich, Konrad Rieck

Proceedings of the Thirteenth ACM Conference on Data and Application Security and Privacy, 2023

Broken Promises: Measuring Confounding Effects in Learning-based Vulnerability Discovery.

Erik Imgrund, Tom Ganz, Martin Härterich, Lukas Pirch, Niklas Risse, Konrad Rieck

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

PAVUDI: Patch-based Vulnerability Discovery using Machine Learning.

Tom Ganz, Erik Imgrund, Martin Härterich, Konrad Rieck

Proceedings of the Annual Computer Security Applications Conference, 2023

2021

Explaining Graph Neural Networks for Vulnerability Discovery.

Tom Ganz, Martin Härterich, Alexander Warnecke, Konrad Rieck

Proceedings of the AISec@CCS 2021: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security, 2021