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RelaxLoss: Defending Membership Inference Attacks without Losing Utility


Jul 12, 2022
Dingfan Chen, Ning Yu, Mario Fritz

* International Conference on Learning Representations 2022 
* International Conference on Learning Representations (ICLR) 2022, 28 pages 

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B-cos Networks: Alignment is All We Need for Interpretability


May 20, 2022
Moritz Böhle, Mario Fritz, Bernt Schiele


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Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data


Feb 08, 2022
Shadi Rahimian, Raouf Kerkouche, Ina Kurth, Mario Fritz


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Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources


Dec 07, 2021
Sahar Abdelnabi, Rakibul Hasan, Mario Fritz


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ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training


Oct 11, 2021
Hui-Po Wang, Sebastian U. Stich, Yang He, Mario Fritz


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Optimising for Interpretability: Convolutional Dynamic Alignment Networks


Sep 27, 2021
Moritz Böhle, Mario Fritz, Bernt Schiele

* arXiv admin note: substantial text overlap with arXiv:2104.00032 

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Backdoor Attacks on Network Certification via Data Poisoning


Aug 25, 2021
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz


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Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers


Jun 22, 2021
Apratim Bhattacharyya, Daniel Olmeda Reino, Mario Fritz, Bernt Schiele

* To appear at CVPR 2021 

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Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis


May 29, 2021
Yang He, Ning Yu, Margret Keuper, Mario Fritz

* To appear in IJCAI2021. Source code at https://github.com/SSAW14/BeyondtheSpectrum 

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