Topics › Physical Sciences › Computer Science › Artificial Intelligence
Privacy-Preserving Technologies in Data Sign in to save
163
Aachen papers (primary topic)
155
Further papers (secondary topic)
2.58k
Citations
195
Aachen authors
Papers per year
20
21
22
23
24
25
26
Papers 163
Open in paper search →-
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh
28citations -
Collaborative training of medical artificial intelligence models with non-uniform labels2023 Scientific Reports article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, +3 more
25citations -
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs2023 Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin-Jonathan Sähn, Peter Isfort, Christiane Katharina Kuhl, +3 more
19citations -
Differentially Private Language Models for Secure Data Sharing2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Mrinmaya Sachan
16citations -
Privacy and Confidentiality in Process Mining: Threats and Research Challenges2022 RWTH Publications (RWTH Aachen) article Computer Science Privacy-Preserving Technologies in Data
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, +1 more
11citations -
Revisiting the Privacy Needs of Real-World Applicable Company Benchmarking2020 IACR Cryptology ePrint Archive preprint Computer Science Privacy-Preserving Technologies in Data Open access
Jan Pennekamp, Patrick Sapel, Ina Berenice Fink, Sebastian Reuter, Christian Hopmann, Martin Henze
10citations
Most active Aachen authors
-
Wil M. P. van der Aalst 102,979 citations overall19 papers
-
Majid Rafiei 449 citations overall19 papers
-
Anke Schmeink 4,431 citations overall15 papers
-
Soroosh Tayebi Arasteh 1,512 citations overall12 papers
-
Daniel Truhn 8,718 citations overall11 papers
-
Stefan Decker 17,307 citations overall10 papers
-
Marco René Spruit 4,160 citations overall10 papers
-
Sven Nebelung 4,101 citations overall10 papers
-
Yongli Mou 307 citations overall9 papers
-
R. Jong 4 citations overall9 papers
-
Christiane Katharina Kuhl 30,018 citations overall8 papers
-
Frank W. Takes 1,375 citations overall8 papers
-
Ahmad Ayad 152 citations overall8 papers
-
Mahshad Lotfinia 256 citations overall7 papers
-
Sascha Welten 115 citations overall7 papers