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The Federated Tumor Segmentation (FeTS) Challenge


May 14, 2021
Sarthak Pati, Ujjwal Baid, Maximilian Zenk, Brandon Edwards, Micah Sheller, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Jason Martin, Shadi Albarqouni, Yong Chen, Russell Taki Shinohara, Annika Reinke, David Zimmerer, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Rivka R. Colen, Aikaterini Kotrotsou, Daniel Marcus, Mikhail Milchenko, Arash Nazeri, Hassan Fathallah-Shaykh, Roland Wiest, Andras Jakab, Marc-Andre Weber, Abhishek Mahajan, Lena Maier-Hein, Jens Kleesiek, Bjoern Menze, Klaus Maier-Hein, Spyridon Bakas


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OpenFL: An open-source framework for Federated Learning


May 13, 2021
G Anthony Reina, Alexey Gruzdev, Patrick Foley, Olga Perepelkina, Mansi Sharma, Igor Davidyuk, Ilya Trushkin, Maksim Radionov, Aleksandr Mokrov, Dmitry Agapov, Jason Martin, Brandon Edwards, Micah J. Sheller, Sarthak Pati, Prakash Narayana Moorthy, Shih-han Wang, Prashant Shah, Spyridon Bakas


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Toward Few-step Adversarial Training from a Frequency Perspective


Oct 13, 2020
Hans Shih-Han Wang, Cory Cornelius, Brandon Edwards, Jason Martin

* Proceedings of the 1st ACM Workshop on Security and Privacy on Artificial Intelligence (2020) 
* 9 pages, 9 figures, SPAI'20, ACM ASIACCS 2020 

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Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks using CARLA


Apr 18, 2019
Cory Cornelius, Shang-Tse Chen, Jason Martin, Duen Horng Chau

* Submitted as talk proposal to Dependable and Secure Machine Learning (DSML '19) 

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Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation


Oct 22, 2018
Micah J Sheller, G Anthony Reina, Brandon Edwards, Jason Martin, Spyridon Bakas

* MICCAI, Brain Lesion (BrainLes) workshop, September 16, 2018, Granada, Spain 

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ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector


Sep 03, 2018
Shang-Tse Chen, Cory Cornelius, Jason Martin, Duen Horng Chau


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