Yu Wei

Yu Wei Email and Phone Number

Atlanta, GA, US
Yu Wei's Location
Atlanta, Georgia, United States, United States
About Yu Wei

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.

Yu Wei's Current Company Details
School of Cybersecurity and Privacy at Georgia Tech

School Of Cybersecurity And Privacy At Georgia Tech

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Research Assistant
Atlanta, GA, US
Yu Wei Work Experience Details
  • School Of Cybersecurity And Privacy At Georgia Tech
    Research Assistant
    School Of Cybersecurity And Privacy At Georgia Tech
    Atlanta, Ga, Us
  • College Of Computing At Georgia Tech
    Research Assistant
    College Of Computing At Georgia Tech Aug 2024 - Present
    Atlanta, 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.
  • Purdue Computer Science
    Research Assistant
    Purdue Computer Science Aug 2021 - Jun 2024
    West 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

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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