stevenzhang9577 Goto Github PK

.deploy_git

abba

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adaptivexgboostclassifier

Implementation of the Adaptive XGBoost classifier for evolving data streams

advancedcv

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

arxivdaily

awesome-adversarial-machine-learning

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

cascade_allocate

chatpaper

Use ChatGPT to summarize the arXiv papers.

cvpr-accepted-papers-viewer

Displays the CVPR accepted papers in a way that they are easy to parse :)

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).

devoreann

A Deep Learning Development Environment in Virtual Reality

dlg

[NeurIPS 2019] Deep Leakage From Gradients

domain-adaptation-regression

Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)

fast-wasserstein-adversarial

Implementation of Wasserstein adversarial attacks.

federated-xgboost

Federated Learning on XGBoost

federated-xgboost-1

Federated gradient boosted decision tree learning

fgsm

Simple pytorch implementation of FGSM and I-FGSM

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

gradient-embedding-perturbation

image

improved-deep-leakage-from-gradients

The code for "Improved Deep Leakage from Gradients" (iDLG).