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Filtering by: Creator Roheim, Cathy A. Creator Alsulaimawi, Zahir Ahmed Hussein Degree Level Doctoral Resource Type Dissertation

Information-theoretic Approach to Design and Evaluate Privacy-preserving and Fair Frameworks for Continuous High-dimensional Data

Creator:

Alsulaimawi, Zahir Ahmed Hussein

Abstract:

Deep learning is becoming the latest trend in sensitive applications, such as healthcare, criminal justice, and finance. As these new applications emerge, adversaries are circumventing them. Further, there have been concerns about the possibility of bias and discrimination in predictive applications. In order to address these issues, we propose an...

Resource Type:

Dissertation

Full Text:

propose an information-theoretic approach to design a continuous high-dimensional data deep learning