By: Pranesh Santikellur (IIT Kharagpur) and Rajat Subhra Chakraborty (IIT Kharagpur)
Stage: Attack tool
XOR Arbiter PUF (XOR APUF) have proven to be more robust to machine learning based modeling attacks.This tool implements tensor regression based modeling attack on XOR Arbiter PUF. Tensor regression model uses a variant of CANDECOMP/PARAFAC decomposition technique to reduce the computational resource requirement of model building attacks on XOR APUF.
- Input: python ecp_trn_7xor.py
- Output: validation Accuracy
Python 2.7; Tensorflow 1.13
In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, pp. 1-1, 2020, ISSN: 1937-4151.
- Intel Corporation