27 citations · 34 across the 5 of their papers we have counts for
6 papers
A Static Analysis Platform for Investigating Security Trends in Repositories
Tim Sonnekalb, Christopher-Tobias Knaust, Bernd Gruner +5
Static analysis tools come in many forms andconfigurations, allowing them to handle various tasks in a (secure) development process: code style linting, bug/vulnerability detection…
Generalizability of Code Clone Detection on CodeBERT
Tim Sonnekalb, Bernd Gruner, Clemens-Alexander Brust +1
Transformer networks such as CodeBERT already achieve outstanding results for code clone detection in benchmark datasets, so one could assume that this task has already been solved…
Object classification on video data of meteors and meteor-like phenomena: algorithm and data
Rabea Sennlaub, Martin Hofmann, Mike Hankey +4
Every moment, countless meteoroids enter our atmosphere unseen. The detection and measurement of meteors offer the unique opportunity to gain insights into the composition of our s…
Dropout is NOT All You Need to Prevent Gradient Leakage
Daniel Scheliga, Patrick Mäder, Marco Seeland
Gradient inversion attacks on federated learning systems reconstruct client training data from exchanged gradient information. To defend against such attacks, a variety of defense…
How Firms Adapt and Interact in Open Source Ecosystems: Analyzing Stakeholder Influence and Collaboration Patterns
Johan Linåker, Patrick Rempel, Björn Regnell +1
[Context and motivation] Ecosystems developed as Open Source Software (OSS) are considered to be highly innovative and reactive to new market trends due to their openness and wide-…
Direct data-driven forecast of local turbulent heat flux in Rayleigh-Bénard convection
Sandeep Pandey, Philipp Teutsch, Patrick Mäder +1
A combined convolutional autoencoder-recurrent neural network machine learning model is presented to analyse and forecast the dynamics and low-order statistics of the local convect…