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Yi Xie's Projects

.tmux icon .tmux

🇫🇷 Oh my tmux! My self-contained, pretty & versatile tmux configuration made with ❤️

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

cdcgan-pytorch icon cdcgan-pytorch

Conditional Deep Convolutional Generative Adversarial Network implemented by pytorch

degan icon degan

Data-enriching GAN for retrieving Representative Samples from aTrained Classifier

game-attack icon game-attack

The code for the paper "GAME: Generative-Based Adaptive Model Extraction Attack".

hiddenkiller icon hiddenkiller

Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"

knockoffnets icon knockoffnets

Knockoff Nets: Stealing Functionality of Black-Box Models

maze icon maze

Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".

openvqa icon openvqa

A lightweight, scalable, and general framework for visual question answering research

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-mnist-celeba-cgan-cdcgan icon pytorch-mnist-celeba-cgan-cdcgan

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

salmon icon salmon

Self-Alignment with Principle-Following Reward Models

same icon same

Official code for the AAAI-2024 paper "SAME: Sample Reconstruction Against Model Extraction Attacks"

sos icon sos

Code for the paper "Rethinking Stealthiness of Backdoor Attack against NLP Models" (ACL-IJCNLP 2021)

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