zhoumingyi
PhD Student at Monash University. Research interests: Responsible AI Deployment, On-device Model Optimization, Software Engineering for AI
Monash UniversityHumaniSE Lab (Formerly in SMAT Lab)
Pinned Repositories
DUAttack
Decision-based universal adversarial attack
tensor_rank_cnn
tensor rank learning in CP decomposition via convolutional neural network
CustomDLCoder
Code for our paper "Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models" that has been accepted by ISSTA'24
DaST
A novel data-free model stealing method based on GAN
ModelObfuscator
Code for our paper "Modelobfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems" that has been published by ISSTA'23
REOM
Reverse Engineering method for On-device Models
tensor_rank_cnn
ensor rank learning in CP decomposition via convolutional neural network
zhoumingyi.github.io
zhoumingyi's Repositories
zhoumingyi/DaST
A novel data-free model stealing method based on GAN
zhoumingyi/ModelObfuscator
Code for our paper "Modelobfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems" that has been published by ISSTA'23
zhoumingyi/REOM
Reverse Engineering method for On-device Models
zhoumingyi/CustomDLCoder
Code for our paper "Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models" that has been accepted by ISSTA'24
zhoumingyi/tensor_rank_cnn
ensor rank learning in CP decomposition via convolutional neural network
zhoumingyi/zhoumingyi.github.io