/DetectX

Primary LanguagePythonMIT LicenseMIT

DetectX: Adversarial Input Detection using Current Signatures in Memristive XBar Arrays

This repo contains the source code for the paper Moitra, Abhishek, and Priyadarshini Panda. "DetectX--Adversarial Input Detection Using Current Signatures in Memristive XBar Arrays." IEEE Transactions on Circuits and Systems I: Regular Papers (2021).

Requirements

Run

An End-to-End flow of the DetectX methodology can be run using the run_for_cifar100.sh

chmod +x run_for_cifar100.sh

./run_for_cifar100.sh

Acknowledgement

Initial code adopted from (https://github.com/neurosim/DNN_NeuroSim_V1.2)