Pinned Repositories
AmI
This repository is for NeurIPS 2018 spotlight paper "Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples."
BackdoorVault
A toolbox for backdoor attacks.
DRUPE
Distribution Preserving Backdoor Attack in Self-supervised Learning
HardBeat
This is the repository for USENIX Security 2023 paper "Hard-label Black-box Universal Adversarial Patch Attack".
InherentBackdoor
Repository for ACSAC 2024 paper Exploring Inherent Backdoors in Deep Learning Models
MOTH
This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security."
PixelBackdoor
This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."
pytorch-cifar
95.47% on CIFAR10 with PyTorch
RULER
Repository for FSE 2022 Paper "RULER: Discriminative and Iterative Adversarial Training for Deep Neural Network Fairness"
TRADER
This is the repository for ICSE 2020 paper "TRADER: Trace Divergence Analysis and Embedding Regulation for Debugging Recurrent Neural Networks."
Gwinhen's Repositories
Gwinhen/AmI
This repository is for NeurIPS 2018 spotlight paper "Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples."
Gwinhen/PixelBackdoor
This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."
Gwinhen/BackdoorVault
A toolbox for backdoor attacks.
Gwinhen/HardBeat
This is the repository for USENIX Security 2023 paper "Hard-label Black-box Universal Adversarial Patch Attack".
Gwinhen/DRUPE
Distribution Preserving Backdoor Attack in Self-supervised Learning
Gwinhen/MOTH
This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security."
Gwinhen/RULER
Repository for FSE 2022 Paper "RULER: Discriminative and Iterative Adversarial Training for Deep Neural Network Fairness"
Gwinhen/TRADER
This is the repository for ICSE 2020 paper "TRADER: Trace Divergence Analysis and Embedding Regulation for Debugging Recurrent Neural Networks."
Gwinhen/InherentBackdoor
Repository for ACSAC 2024 paper Exploring Inherent Backdoors in Deep Learning Models
Gwinhen/pytorch-cifar
95.47% on CIFAR10 with PyTorch
Gwinhen/MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
Gwinhen/rose6icse
Gwinhen/CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
Gwinhen/gwinhen.github.io