Projects

Membership Inference in Prototype Selection (MIPS)

Training High-Utility Differentially Private Graph Neural Networks with Public Pretraining

Project in collaboration with Dr. Georgios Kaissis' lab at TU Munich

On the Equity of Statistical Disclosure Methods in (Demographic) Data Analysis

Ongoing project as a member of Dr. Ferdinando Fioretto’s lab, and in collaboration with researchers from GeorgiaTech and Knexus Research.

7th Semester Project at NISER

A Review of Differential Privacy and Recent Developments.

Novel Methods for Federated Learning - Communication-Efficiency and Decentralisation

Course project for CS460 - Machine Learning (Fall, 2021) at NISER.

Term Paper on Hybrid Encryption

Done in collaboration with my peers as part of the requirements for CS451 - Modern Cryptology (Summer, 2021).