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adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

adv-malware-viz

Code repository for the paper "On Visual Hallmarks of Robustness to Adversarial Malware"

aijack

reveal the vulnerabilities of machine learning models

atsprivacy

AutoML, Privacy Preserving, Federated Learning

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

breaching

Breaching privacy in federated learning scenarios for vision and text

cam

Class Activation Mapping

chinese-std-gb-t-7714-related-csl

GB/T 7714相关的csl以及Zotero使用技巧及教程。

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

deep-compression

resnet 9 = [1,1,1,1], Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

detection_of_tooth_treatment_type

Deep learning-based approach for tooth and tooth restoration detection in panoramic radio graphs

differential-privacy-based-federated-learning

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

dlg

[NeurIPS 2019] Deep Leakage From Gradients

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

federated-learning-with-differential-privacy

Implementation of dp-based federated learning framework using PyTorch

fedkd

Codes for FedKD

fedtorch

FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.

fldetector

The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"

fullgrad-saliency

Full-gradient saliency maps

glaus

The official implementation of the TKDE paper "Reveal Your Images: Gradient Leakage Attack against Unbiased Sampling-Based Secure Aggregation".

gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

hcgla

ida_plugin

An IDA Pro Plugin to extract Call Graphs and Control Flow Graphs from an assembly file written in Python.

improved-deep-leakage-from-gradients

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

improved_malgan

jd_maotai_seckill

优化版本的京东茅台抢购神器

ldpfl

Local Differential Privacy for Federated Learning

localsend

An open source cross-platform alternative to AirDrop

malwaregan

Adversarial Malware Generator Using GANs