Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Learning Nonlinearity of Boolean Functions: An Experimentation with Neural Networks
Sriram Ranga, Nandish Chattopadhyay, Anupam Chattopadhyay
This paper investigates the learnability of the nonlinearity property of Boolean functions using neural networks. We train encoder style deep neural networks to learn to predict th…
cs.LG2025
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation
Anh Tu Ngo, Chuan Song Heng, Nandish Chattopadhyay +1
Deep Neural Networks (DNNs) have gained considerable traction in recent years due to the unparalleled results they gathered. However, the cost behind training such sophisticated mo…