Dmitrii Usynin - Concepedia

Author

Dmitrii Usynin

Also Known As

Dmitrii Usynin, Usynin, Dmitrii

Publications

745

Citations

H-Index

Concepts

All Affiliations

Dmitrii Usynin is an author at Technical University of Munich specializing in engineering, data privacy, and computer science.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	111
2	Computer Science	3	3	111
3	Data Science	3	3	111
4	Data Privacy	3	3	111
5	Artificial Intelligence	2	2	79

Dmitrii Usynin

Publications

698

Citations

H-Index

Page 1

	Year	Citations
End-to-end privacy preserving deep learning on multi-institutional medical imaging Georgios Kaissis, Alexander Ziller, Jonathan Passerat‐Palmbach, Nature Machine Intelligence	2021	429
Medical imaging deep learning with differential privacy Alexander Ziller, Dmitrii Usynin, Rickmer Braren, Scientific Reports	2021	142
Adversarial interference and its mitigations in privacy-preserving collaborative machine learning Dmitrii Usynin, Alexander Ziller, Marcus R. Makowski, Nature Machine Intelligence Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningData Science	2021	58
Differentially Private Graph Neural Networks for Whole-Graph Classification Tamara T. Mueller, Johannes C. Paetzold, Chinmay Prabhakar, IEEE Transactions on Pattern Analysis and Machine Intelligence Privacy ProtectionGraph Neural NetworksEngineeringMachine LearningGraph Theory	2022	32
Beyond Gradients: Exploiting Adversarial Priors in Model Inversion Attacks Dmitrii Usynin, Daniel Rueckert, Georgios Kaissis ACM Transactions on Privacy and Security Artificial IntelligenceEngineeringMachine LearningModel Inversion AttacksData Science	2023	21
Differentially private federated deep learning for multi-site medical image segmentation Alexander Ziller, Dmitrii Usynin, Nicolas W. Remerscheid, Research Square (Research Square)	2022	16

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