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Short Bio

Prof. Dr. Mario Fritz is a faculty at the CISPA Helmholtz Center for Information Security, an honorary professor at Saarland University, and a fellow of the European Laboratory for Learning and Intelligent Systems (ELLIS). Until 2018, he led a research group at the Max Planck Institute for Computer Science. Previously, he was a PostDoc at the International Computer Science Institute (ICSI) and UC Berkeley after receiving his PhD from TU Darmstadt and studying computer science at FAU Erlangen-Nuremberg. His research focuses on trustworthy artificial intelligence, especially at the intersection of information security and machine learning. He is Associate Editor of the journal "IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)," coordinates the Helmholtz project "Trustworthy Federated Data Analytics," and has published over 100 scientific articles - 80 of them in top conferences and journals.

CV: Last stations

Since 2019
Professor, Saarland University
Since 2018
Faculty at CISPA Helmholtz Center for Information Security
2011 - 2018
Senior Researcher, Max Planck Institute for Informatics
2008 - 2010
PostDoc International Computer Science Institute & UC Berkeley

Publications by Mario Fritz

Year 2022

Conference / Medium

CVPR
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Conference on Computer Vision and Pattern Recognition

Conference / Medium

ICLR
International Conference on Learning RepresentationsThe Tenth International Conference on Learning Representations

Conference / Medium

ICLR
International Conference on Learning RepresentationsThe Tenth International Conference on Learning Representations

Conference / Medium

UNSPECIFIED
Proceedings of the Conference on Health, Inference, and LearningConference on Health, Inference, and Learning

Conference / Medium

PETS
Proceedings on Privacy Enhancing TechnologiesPrivacy Enhancing Technologies

Year 2021

Conference / Medium

UNSPECIFIED
MTD '21: Proceedings of the 8th ACM Workshop on Moving Target DefenseMoving Target Defense Workshop in conjuncture with CCS

Conference / Medium

AISec
AISec '21: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security14th ACM Workshop on Artificial Intelligence and Security, co-located with the 28th ACM Conference on Computer and Communications Security

Conference / Medium

ICCV
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)IEEE International Conference on Computer Vision (ICCV), 2021

Conference / Medium

ICCV
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)IEEE International Conference on Computer Vision (ICCV) 2021

Conference / Medium

UNSPECIFIED
Proceedings of the 1st International Workshop on Machine Learning in Software EngineeringInternational Workshop on Machine Learning in Software Engineering in conjuncture with ECML PKDD