Publications
My research focuses on machine learning security, particularly in the areas of model extraction and adversarial machine learning.
Conference
Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble-based Sample Selection
Akshit Jindal, Vikram Goyal, Saket Anand, Chetan Arora
WACV 2024 • 2024
We propose a novel approach to enhance the effectiveness of black-box model extraction attacks using ensemble-based sample selection strategies...
Patent
Method and system for assigning unique voice for electronic device
Sourabh Tiwari, Akshit Jindal, Saksham Goyal, Vinay Vasanth Patage, Ravibhushan B Tayshete
US Patent Office • 2022
A novel method for generating and assigning unique voice characteristics to electronic devices...