Hi,
I am a PhD student in the CS department at Virginia Tech advised by Jin-Hee Cho. My current research is focusses on privacy, security, fairness, and incentives in federated learning.
Previously, I worked at University of Wisconsin-Madison supervised by Parmeswaran Ramanathan where I worked on developing privacy algorithms for genome data. I received my Master's degree from Otto-von-Guericke Universität Magdeburg, and my Bachelor's degree in Computer Science from GITAM University.
Research interests:
Privacy and Robustness in federated learning
Explainable AI Technologies
Federated Learning for AI applications
Applied Cryptography
Privacy Algorithms
Publications
Two-Cloud Private Read Alignment to a Public Reference Genome
, Parameswaran Ramanathan
PETS'23 | Proceedings on Privacy Enhancing Technologies
pdf
code
talk
M.Sc Thesis: Graph Sketches and Embeddings: A Study of their Applications in Graph Databases
wwwiti.cs.uni-magdeburg.de
pdf
Bachelor's Thesis: Novel Network System with Miscellaneous Features GITAM University.
Talks
Privacy Preserving and Feature Importance Based Incentive Mechanism in Vertical Federated Learning
ACM CAPWIC 2024: ACM The Capital Region Celebration of Women in Computing Conference 2024
conference
slides
Guest talk at Virginia Tech
Guest lectured for Database Management Systems class
slides