Niklas Risse

According to our database, Niklas Risse authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection.

Niklas Risse, Marcel Böhme

CoRR, 2024

Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection.

Niklas Risse, Marcel Böhme

Proceedings of the 33rd USENIX Security Symposium, 2024

2023

Limits of Machine Learning for Automatic Vulnerability Detection.

Niklas Risse, Marcel Böhme

CoRR, 2023

Detecting Overfitting of Machine Learning Techniques for Automatic Vulnerability Detection.

Niklas Risse

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 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

2021

How to Compare Adversarial Robustness of Classifiers from a Global Perspective.

Niklas Risse, Christina Göpfert, Jan Philip Göpfert

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Adversarial examples and where to find them.

Niklas Risse, Christina Göpfert, Jan Philip Göpfert

CoRR, 2020