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Author:

Mothali, Chandrasekhar Venkata

Title:

Attacking Anonymization and Constructing Improved Differentially Private Classifiers

Graduate Program:

Electrical Engineering

Keywords:

multi-variate Laplacian estimators
data privacy
anatomy
sanitization
differential privacy
James-Stein

File:

Download Thesis_Chandrasekhar_Mothali.pdf

Committee Members:

Daniel Kifer, Thesis Advisor/Co-Advisor
Daniel Kifer, Thesis Advisor/Co-Advisor

Author:

Solea, Eftychia

Title:

Differentially Private Hypothesis Testing For Normal Random Variables.

Graduate Program:

Statistics

Keywords:

differential privacy
hypothesis testing
normal distribution

File:

Download Eftychia-MS.pdf

Committee Members:

Aleksandra B Slavkovic, Thesis Advisor/Co-Advisor

Author:

Govere, Ephraim

Title:

Communicating Privacy-Utility Trade-Offs of Differential Privacy Through Analogical Reasoning

Graduate Program:

Cybersecurity Analytics and Operations (MS)

Keywords:

differential privacy
analogical reasoning
personally identifiable information
information sharing
protected individually identifiable health information

File:

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Committee Members:

Aiping Xiong, Thesis Advisor/Co-Advisor
Xiaolong Zhang, Committee Member
Jeffrey Bardzell, Program Head/Chair
Peng Liu, Thesis Advisor/Co-Advisor