Publikationen

Dominik Hintersdorf; Lukas Struppek; Kristian Kersting

To Trust or Not To Trust Prediction Scores for Membership Inference Attacks

In: Luc De Raedt (Hrsg.). Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. International Joint Conference on …

Lukas Struppek; Dominik Hintersdorf; Antonio De Almeida Correia; Antonia Adler; Kristian Kersting

Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks

In: Kamalika Chaudhuri; Stefanie Jegelka; Le Song; Csaba Szepesvári; Gang Niu; Sivan Sabato (Hrsg.). International Conference on Machine Learning. …

Martin Mundt; Steven Lang; Quentin Delfosse; Kristian Kersting

CLEVA-Compass: A Continual Learning Evaluation Assessment Compass to Promote Research Transparency and Comparability

In: The Tenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2022), April 25-29, …

Felix Friedrich; Patrick Schramowski; Christopher Tauchmann; Kristian Kersting

Interactively Providing Explanations for Transformer Language Models

In: Stefan Schlobach; María Pérez-Ortiz; Myrthe Tielman (Hrsg.). HHAI 2022: Augmenting Human Intellect - Proceedings of the First International …

Patrick Schramowski; Christopher Tauchmann; Kristian Kersting

Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?

In: FAccT '22: Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and …

Lukas Struppek; Dominik Hintersdorf; Daniel Neider; Kristian Kersting

Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and Transparency (ACM …

Wolfgang Stammer; Marius Memmel; Patrick Schramowski; Kristian Kersting

Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations

In: IEEE/CVF Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2022), …

Mei Ling Fang; Devendra Singh Dhami; Kristian Kersting

DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs

In: Martin Michalowski; Syed Sibte Raza Abidi; Samina Abidi (Hrsg.). Artificial Intelligence in Medicine - 20th International Conference on Artificial …

Hannes Kath; Simon Stone; Stefan Rapp; Peter Birkholz

Carina – A Corpus of Aligned German Read Speech Including Annotations

In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). International Conference on Acoustics, …

Christian Alrabbaa; Stefan Borgwardt; Anke Hirsch; Nina Knieriemen; Alisa Kovtunova; Anna Milena Rothermel; Frederik Wiehr

In the Head of the Beholder: Comparing Different Proof Representations

In: Guido Governatori; Anni-Yasmin Turhan (Hrsg.). Rules and Reasoning. International Joint Conference on Rules and Reasoning (RuleML+RR-2022), Cham, …