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Niklas Risse
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 6
Top Topics
Low False Alarm Rate
Majority Voting
Automatically Detecting
Roc Curve
Top Venues
CoRR
USENIX Security Symposium
ICANN (1)
AISec@CCS
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Publications
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Niklas Risse
,
Marcel Böhme
Uncovering the Limits of Machine Learning for Automatic Vulnerability Detection.
USENIX Security Symposium
(2024)
Niklas Risse
Detecting Overfitting of Machine Learning Techniques for Automatic Vulnerability Detection.
ESEC/SIGSOFT FSE
(2023)
Erik Imgrund
,
Tom Ganz
,
Martin Härterich
,
Lukas Pirch
,
Niklas Risse
,
Konrad Rieck
Broken Promises: Measuring Confounding Effects in Learning-based Vulnerability Discovery.
AISec@CCS
(2023)
Niklas Risse
,
Marcel Böhme
Limits of Machine Learning for Automatic Vulnerability Detection.
CoRR
(2023)
Niklas Risse
,
Christina Göpfert
,
Jan Philip Göpfert
How to Compare Adversarial Robustness of Classifiers from a Global Perspective.
ICANN (1)
(2021)
Niklas Risse
,
Christina Göpfert
,
Jan Philip Göpfert
Adversarial examples and where to find them.
CoRR
(2020)