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Start Over Committee Member Aleksandra Slavkovic Keyword differential privacy

1. Problems of Discrete Inference with Noisy or Incomplete Data

open_access
Open Access
Author:
Hehir, Jonathan
Title:
Problems of Discrete Inference with Noisy or Incomplete Data
Graduate Program:
Statistics (PHD)
Keywords:
differential privacy
community detection
spectral clustering
distinct counting
data sketching
File:
Download hehir-dissertation.pdf
Committee Members:
Bing Li, Professor in Charge/Director of Graduate Studies
David Hunter, Major Field Member
Xiaoyue Niu, Dissertation Advisor
Aleksandra Slavkovic, Chair & Dissertation Advisor
Daniel Kifer, Outside Unit & Field Member

2. Violation Detection, Extra Information Release and Secure Implementation for Differentially Private Mechanisms

open_access
Open Access
Author:
Ding, Ding
Title:
Violation Detection, Extra Information Release and Secure Implementation for Differentially Private Mechanisms
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
differential privacy
counterexample detection
privacy mechanism
floating-point vulnerability
File:
Download PhD_Dissertation_Ding.pdf
Committee Members:
G. Tan, Major Field Member
Aleksandra Slavkovic, Outside Unit & Field Member
Danfeng Zhang, Co-Chair & Dissertation Advisor
Daniel Kifer, Co-Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair