Tinghao Xie's repositories
backdoor-toolbox
A compact toolbox for backdoor attacks and defenses.
ZJU-Clock-In
探究浙江大学健康打卡的原理与对抗策略
backdoor_attack
Applying backdoor attacks to BadNet on MNIST and ResNet on CIFAR10.
IoTwebsite
An IoT platform website, consisting of a MQTT server receiving info from (simulated) devices, a MySQL server storing data, an Express Node.js backend, a React with Material UI frontend (using the template material-kit-react).
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
auto_LiRPA
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
COS598D-Pruning
Assignments for COS598D: System and Machine Learning
Fight-Poison-With-Poison
Code repository for the paper --- Fight Poison with Poison: Detecting Backdoor Poison Samples via Decoupling Benign Correlations
GitHubGraduation-2022
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
Machine-Learning-at-Oxford
My code for practicals (or projects/labs) of course Machine Learning at Oxford.
MIPS-Translator
A simple MIPS instructions translator.
spectre-defense
Defending Against Backdoor Attacks Using Robust Covariance Estimation
trojanzoo
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.