stevenzhang9577's repositories
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
backdoors101
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
ChatPaper
Use ChatGPT to summarize the arXiv papers.
CVPR2019
Displays all the 2019 CVPR Accepted Papers in a way that they are easy to parse.
cyphercat
Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking attacks and defenses.
dataset-inference
[ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning
dbViz
The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective (CVPR'22).
Domain-Adaptation-Regression
Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)
FIA
code for "Feature Importance-aware Transferable Adversarial Attacks"
GA-Attack
Transferable Unrestricted Attacks, which won 1st place in CVPR’21 Security AI Challenger: Unrestricted Adversarial Attacks on ImageNet.
gpt_paper_assistant
GPT4 based personalized ArXiv paper assistant bot
membership_inference
Python package to create adversarial agents for membership inference attacks againts machine learning models
MGAA
The code of ICCV2021 paper "Meta Gradient Adversarial Attack"
mia
A library for running membership inference attacks against ML models
On-Improving-Adversarial-Transferability-of-Vision-Transformers
Official repository for "On Improving Adversarial Transferability of Vision Transformers" (ICLR 2022--Spotlight)
preemptive-robustification
Official PyTorch implementation of "Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks" (AAAI 2022)
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
Rectified-Rejection
Improving adversarial robustness by a coupling rejection strategy
SSA
Spectrum simulation attack (ECCV'2022 Oral) towards boosting the transferability of adversarial examples
TOG
Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow