Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data
Fang, Congyu, Dziedzic, Adam, Zhang, Lin, Oliva, Laura, Verma, Amol, Razak, Fahad, Papernot, Nicolas, Wang, Bo
Published in EBioMedicine (01.03.2024)
Published in EBioMedicine (01.03.2024)
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Journal Article
Preoperative paraspinal neck muscle characteristics predict early onset adjacent segment degeneration in anterior cervical fusion patients: A machine‐learning modeling analysis
Wong, Arnold Y. L., Harada, Garrett, Lee, Remy, Gandhi, Sapan D., Dziedzic, Adam, Espinoza‐Orias, Alejandro, Parnianpour, Mohamad, Louie, Philip K., Basques, Bryce, An, Howard S., Samartzis, Dino
Published in Journal of orthopaedic research (01.08.2021)
Published in Journal of orthopaedic research (01.08.2021)
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Journal Article
Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital dataResearch in context
Congyu Fang, Adam Dziedzic, Lin Zhang, Laura Oliva, Amol Verma, Fahad Razak, Nicolas Papernot, Bo Wang
Published in EBioMedicine (01.03.2024)
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Published in EBioMedicine (01.03.2024)
Journal Article
Private Multi-Winner Voting for Machine Learning
Dziedzic, Adam, A. Choquette-Choo, Christopher, Dullerud, Natalie, Suriyakumar, Vinith, Shahin Shamsabadi, Ali, Ahmad Kaleem, Muhammad, Jha, Somesh, Papernot, Nicolas, Wang, Xiao
Published in Proceedings on Privacy Enhancing Technologies (01.01.2023)
Published in Proceedings on Privacy Enhancing Technologies (01.01.2023)
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Journal Article
When the Curious Abandon Honesty: Federated Learning Is Not Private
Boenisch, Franziska, Dziedzic, Adam, Schuster, Roei, Shamsabadi, Ali Shahin, Shumailov, Ilia, Papernot, Nicolas
Published in 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P) (01.07.2023)
Published in 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P) (01.07.2023)
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Conference Proceeding
The role of EBUS‐TBNA and standard bronchoscopic modalities in the diagnosis of sarcoidosis
Dziedzic, Dariusz Adam, Peryt, Adam, Orlowski, Tadeusz
Published in The clinical respiratory journal (01.01.2017)
Published in The clinical respiratory journal (01.01.2017)
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Journal Article
Beyond the Mean: Differentially Private Prototypes for Private Transfer Learning
Wahdany, Dariush, Jagielski, Matthew, Dziedzic, Adam, Boenisch, Franziska
Year of Publication 12.06.2024
Year of Publication 12.06.2024
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Journal Article
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
Hintersdorf, Dominik, Struppek, Lukas, Kersting, Kristian, Dziedzic, Adam, Boenisch, Franziska
Year of Publication 04.06.2024
Year of Publication 04.06.2024
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Journal Article
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
Dubiński, Jan, Pawlak, Stanisław, Boenisch, Franziska, Trzciński, Tomasz, Dziedzic, Adam
Year of Publication 12.10.2023
Year of Publication 12.10.2023
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Journal Article
Have it your way: Individualized Privacy Assignment for DP-SGD
Boenisch, Franziska, Mühl, Christopher, Dziedzic, Adam, Rinberg, Roy, Papernot, Nicolas
Year of Publication 29.03.2023
Year of Publication 29.03.2023
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Journal Article
The Detailed Analysis of Polish Patients with Non-Small Cell Lung Cancer Through Insights from Molecular Testing (POL-MOL Study)
Kowalski, Dariusz M., Zaborowska-Szmit, Magdalena, Bryl, Maciej, Byszek, Agnieszka, Dziedzic, Dariusz Adam, Jaśkiewicz, Piotr, Langfort, Renata, Krzakowski, Maciej, Orłowski, Tadeusz, Ramlau, Rodryg, Szmit, Sebastian
Published in International journal of molecular sciences (22.10.2024)
Published in International journal of molecular sciences (22.10.2024)
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Journal Article