Differential Privacy

Advances in Differential Privacy and Differentially Private Machine Learning - A Survey
Under Review at ACM CSUR for the special edition on Trustworthy AI. Work done under Dr. Subhankar Mishra’s supervision at NISER.
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Training High-Utility Differentially Private Graph Neural Networks with Public Pretraining
Ongoing project in collaboration with Dr. Georgios Kaissis' lab at TU Munich.
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On the Equity of Privacy Preserving Methods in (Demographic) Data Analysis
Ongoing project as a member of Dr. Ferdinando Fioretto’s lab at Syracuse University, and in collaboration with Keyu Zhu (Georgia Tech).
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7th Semester Project
A Review of Differential Privacy and Recent Developments.
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