Grants and Contributions:

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Title:

Deep Learning in Medical Imaging: Risks to Patient Privacy and Possible Solutions

Agreement Number:

Agreement Value:

$50,000.00

Agreement Date:

May 25, 2020 -

Description:

This research project will first investigate how vulnerable deep learning models trained on medical data are to model inversion attacks that reconstruct the training data. In a second step, it will implement and evaluate methods that can protect deep learning models against data reconstruction

Organization:

Office of the Privacy Commissioner of Canada

Location:

Calgary, Alberta, CA

Reference Number:

CP-000001-G

Agreement Type:

Contribution

Report Type:

Grants and Contributions

Recipient's Operating Name:

University of Calgary/Université de Calgary

Recipient's Legal Name:

University of Calgary

Program:

Contributions Program