Yu Wei Email and Phone Number
As a Research Assistant at Georgia Tech's College of Computing, I focus on advancing the theory of differential privacy and secure computation. With experience collaborating across diverse research groups and topics, my strong communication skills complement my technical expertise, allowing me to effectively contribute to the academic community. My research aims to push the boundaries of privacy-preserving machine learning, making meaningful contributions to this rapidly evolving field as I continue to pursue my PhD and refine my expertise in cutting-edge privacy technologies.
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Research AssistantSchool Of Cybersecurity And Privacy At Georgia TechAtlanta, Ga, Us -
Research AssistantCollege Of Computing At Georgia Tech Aug 2024 - PresentAtlanta, Georgia, United States• Developing a general black-box framework for estimating f-differential privacy of mechanisms.• Conducting a tight analysis of differentially private stochastic gradient descent (DPSGD) algorithms using an alternative approach to DP accounting. • Investigating the separation between robust differentially private protocols in the shuffle and central models.• Introducing a new equilibrium concept to integrate cryptographic protocols into mechanism design. -
Research AssistantPurdue Computer Science Aug 2021 - Jun 2024West Lafayette, Indiana, United States• Developed a black-box framework for estimating differential privacy of mechanisms with smoothness assumptions.• Introduced an analytical method for computing privacy profiles of mechanisms with Gaussian outputs.• Designed a protocol for Private Information Retrieval with unconditional security and sublinear overhead.• Developed new proof techniques and gave improved security analysis for XOR-based Message Authentication Code (MAC) constructions.
Yu Wei Education Details
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Doctor Of Philosophy - Phd -
3.73/4.0
Frequently Asked Questions about Yu Wei
What company does Yu Wei work for?
Yu Wei works for School Of Cybersecurity And Privacy At Georgia Tech
What is Yu Wei's role at the current company?
Yu Wei's current role is Research Assistant.
What schools did Yu Wei attend?
Yu Wei attended Georgia Institute Of Technology, Purdue University.
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