Pinned Repositories
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
awesome-image-inpainting-studies
A collection of awesome image inpainting studies.
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。
wangclin's Repositories
wangclin/AIJack
reveal the vulnerabilities of machine learning models
wangclin/ATSPrivacy
AutoML, Privacy Preserving, Federated Learning
wangclin/Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
wangclin/awesome-image-inpainting-studies
A collection of awesome image inpainting studies.
wangclin/breaching
Breaching privacy in federated learning scenarios for vision and text
wangclin/CAM
Class Activation Mapping
wangclin/Chinese-STD-GB-T-7714-related-csl
GB/T 7714相关的csl以及Zotero使用技巧及教程。
wangclin/deep-compression
resnet 9 = [1,1,1,1], Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
wangclin/Detection_of_tooth_treatment_type
Deep learning-based approach for tooth and tooth restoration detection in panoramic radio graphs
wangclin/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. )
wangclin/dlg
[NeurIPS 2019] Deep Leakage From Gradients
wangclin/FedKD
Codes for FedKD
wangclin/FLDetector
The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"
wangclin/fullgrad-saliency
Full-gradient saliency maps
wangclin/GLAUS
The official implementation of the TKDE paper "Reveal Your Images: Gradient Leakage Attack against Unbiased Sampling-Based Secure Aggregation".
wangclin/HCGLA
wangclin/LDPFL
Local Differential Privacy for Federated Learning
wangclin/localsend
An open source cross-platform alternative to AirDrop
wangclin/opacus
Training PyTorch models with differential privacy
wangclin/PFLlib
We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study
wangclin/plato
A new scalable federated learning research framework
wangclin/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
wangclin/rog
wangclin/SFL-MEA
Official repository for AAAI-24 paper "EMGAN: Early-Mix-GAN on Extracting Server-side Model in Split Federated Learning"
wangclin/shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
wangclin/sparse-vector-aggregation
wangclin/sunPytools
Useful tools for differential privacy
wangclin/torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
wangclin/Unlearn-Saliency
[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu
wangclin/vnpy
基于Python的开源量化交易平台开发框架