2 papers
cs.CR2026
Cryptographic Backdoor for Neural Networks: Boon and Bane
Anh Tu Ngo, Anupam Chattopadhyay, Subhamoy Maitra
In this paper we show that cryptographic backdoors in a neural network (NN) can be highly effective in two directions, namely mounting the attacks as well as in presenting the defe…
cs.CR2024
BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks
Yi Hao Puah, Anh Tu Ngo, Nandish Chattopadhyay +1
Adoption of machine learning models across industries have turned Neural Networks (DNNs) into a prized Intellectual Property (IP), which needs to be protected from being stolen or…