Pinned Repositories
andOTP
[Unmaintained] Open source two-factor authentication for Android
ACGAN-PyTorch
Unofficial Auxiliary Classifier GAN implementation (based on https://github.com/clvrai/ACGAN-PyTorch)
AdaIN-style
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
adda
Amplified-MIA
Official code for paper: Z. Zhang, X. Wang, J. Huang and S. Zhang, "Analysis and Utilization of Hidden Information in Model Inversion Attacks," in IEEE Transactions on Information Forensics and Security, doi: 10.1109/TIFS.2023.3295942
CNS
Crypto System designed for cryptographic class in southeast university
DA-MIA
Official code for paper: Z. Zhang and J. Huang, “Aligning the domains in cross domain model inversion attack,” Neural Networks, vol. 178, p. 106490, Oct. 2024, doi: 10.1016/j.neunet.2024.106490.
MIA
Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures
torchplus
torchplus is a utilities library that extends pytorch and torchvision
VisioNeuralNet
Accelerate your research by easily plotting beautiful neural networks in Microsoft Visio!
zhangzp9970's Repositories
zhangzp9970/MIA
Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures
zhangzp9970/Amplified-MIA
Official code for paper: Z. Zhang, X. Wang, J. Huang and S. Zhang, "Analysis and Utilization of Hidden Information in Model Inversion Attacks," in IEEE Transactions on Information Forensics and Security, doi: 10.1109/TIFS.2023.3295942
zhangzp9970/torchplus
torchplus is a utilities library that extends pytorch and torchvision
zhangzp9970/awesome-ml-privacy-attacks
An awesome list of papers on privacy attacks against machine learning
zhangzp9970/benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
zhangzp9970/breaching
Breaching privacy in federated learning scenarios for vision and text
zhangzp9970/DANCE
IJCAI 2024, DANCE: Dual-View Distribution Alignment for Dataset Condensation
zhangzp9970/DeepInversion
Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
zhangzp9970/DSBN
Official Implementation of "Domain Specific Batch Normalization for Unsupervised Domain Adaptation (CVPR2019)"
zhangzp9970/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
zhangzp9970/excelCPU
16-bit CPU for Excel, and related files
zhangzp9970/face.evoLVe.PyTorch
🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥
zhangzp9970/FairFace
zhangzp9970/generative-models
Generative Models by Stability AI
zhangzp9970/gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
zhangzp9970/Model-Inversion-Attack-ToolBox
A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
zhangzp9970/NBNet
zhangzp9970/neuroCombat
Harmonization of multi-site imaging data with ComBat (Python)
zhangzp9970/openfl
An open framework for Federated Learning.
zhangzp9970/PLG-MI-Attack
[AAAI 2023] Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network
zhangzp9970/Plug-and-Play-Attacks
Source code for our ICML 2022 paper "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks".
zhangzp9970/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
zhangzp9970/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
zhangzp9970/RLB-MI
This is a PyTorch implementation of the paper "Reinforcement Learning-Based Black-Box Model Inversion Attacks" accepted by CVPR 2023.
zhangzp9970/secretflow
A unified framework for privacy-preserving data analysis and machine learning
zhangzp9970/stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
zhangzp9970/stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
zhangzp9970/stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
zhangzp9970/stylegan3
Official PyTorch implementation of StyleGAN3
zhangzp9970/zhangzp9970
README