A federated learning architecture for secure and private neuroimaging analysis
Stripelis, Dimitris, Gupta, Umang, Saleem, Hamza, Dhinagar, Nikhil, Ghai, Tanmay, Anastasiou, Chrysovalantis, Sánchez, Rafael, Steeg, Greg Ver, Ravi, Srivatsan, Naveed, Muhammad, Thompson, Paul M., Ambite, José Luis
Published in Patterns (New York, N.Y.) (09.08.2024)
Published in Patterns (New York, N.Y.) (09.08.2024)
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Journal Article
Lessons Learned: Building a Privacy-Preserving Entity Resolution Adaptation of PPJoin using End-to-End Homomorphic Encryption
Ghai, Tanmay, Yao, Yixiang, Ravi, Srivatsan
Published in 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (01.07.2023)
Published in 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (01.07.2023)
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Conference Proceeding
Secure & Private Federated Neuroimaging
Stripelis, Dimitris, Gupta, Umang, Saleem, Hamza, Dhinagar, Nikhil, Ghai, Tanmay, Anastasiou, Rafael Chrysovalantis, Asghar, Armaghan, Steeg, Greg Ver, Ravi, Srivatsan, Naveed, Muhammad, Thompson, Paul M, Ambite, Jose Luis
Year of Publication 10.05.2022
Year of Publication 10.05.2022
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Journal Article
Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption
Stripelis, Dimitris, Saleem, Hamza, Ghai, Tanmay, Dhinagar, Nikhil, Gupta, Umang, Anastasiou, Chrysovalantis, Steeg, Greg Ver, Ravi, Srivatsan, Naveed, Muhammad, Thompson, Paul M, Ambite, Jose Luis
Year of Publication 07.08.2021
Year of Publication 07.08.2021
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Journal Article
Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption
Stripelis, Dimitris, Hamza Saleem, Ghai, Tanmay, Dhinagar, Nikhil, Gupta, Umang, Anastasiou, Chrysovalantis, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Thompson, Paul M, Ambite, Jose Luis
Published in arXiv.org (09.11.2021)
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Published in arXiv.org (09.11.2021)
Paper
Secure Federated Learning for Neuroimaging
Stripelis, Dimitris, Gupta, Umang, Hamza Saleem, Dhinagar, Nikhil, Ghai, Tanmay, Sanchez, Rafael, Anastasiou, Chrysovalantis, Asghar, Armaghan, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Thompson, Paul M, Ambite, Jose Luis
Published in arXiv.org (11.05.2022)
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Published in arXiv.org (11.05.2022)
Paper