Koukyosyumei/AIJack
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
C++Apache-2.0
Issues
- 4
- 1
Unused variable 'i'
#180 opened by codacy-production - 0
Lambda may not be necessary
#181 opened by codacy-production - 0
- 4
aijack cannot pip install
#165 opened by N0Carrot - 0
How to install it under Windows
#173 opened by FryLcm - 0
Implement DPSAT
#169 opened by Koukyosyumei - 0
- 1
Problem occurred when I run Reconstruct Single Data in Gradient-based Model Inversion Attack against Federated Learning
#159 opened by OctopusJIA - 6
Membership inference attack overall auc is 0.519427
#125 opened by M-Ghorbel - 0
Implement Neuron Coverage
#111 opened by Koukyosyumei - 1
Please update API docs for Inversion attack
#144 opened by Simha55 - 3
Why does dpsgd in aijack run so fast
#135 opened by weiiewwei - 9
Running out of GPU resource
#133 opened by iamyifan - 2
- 2
A bug when using FedAVG (Update Params Mode)
#130 opened by iamyifan - 0
Implement AdaDPS
#128 opened by Koukyosyumei - 3
ERROR: Could not build wheels for mpi4py, which is required to install pyproject.toml-based projects.
#126 opened by iamyifan - 0
Implement PATE
#113 opened by Koukyosyumei - 0
Implement l-Diversity
#117 opened by Koukyosyumei - 0
- 0
Tips depend on target shell and yours is unknown. Add a shebang or a 'shell' directive.
#121 opened by codacy-production - 2
Typo on README.md
#119 opened by iamyifan - 2
Unable to install in Google colab.
#114 opened by vatsmartyradha - 0
Support MPI for encrypted gradient
#100 opened by Koukyosyumei - 0
Release 0.0.1
#104 opened by Koukyosyumei - 0
Implement Back Door Attack
#88 opened by Koukyosyumei - 0
Implement DP manager
#96 opened by Koukyosyumei - 0
Support MPI for Split Learning
#94 opened by Koukyosyumei - 0
- 0
Implement Free Rider Attack
#89 opened by Koukyosyumei - 0
Implement Sparse Gradient
#90 opened by Koukyosyumei - 0
Support MPI for distillation-based FL
#93 opened by Koukyosyumei - 4
- 1
Support MPI for SecureBoost
#95 opened by Koukyosyumei - 0
Docker Environment
#91 opened by Koukyosyumei - 0
Support encrypted gradient for FL
#98 opened by Koukyosyumei - 0
Support project.toml
#97 opened by Koukyosyumei - 3
Support MPI
#67 opened by Koukyosyumei - 2
The GS/GradInversion doesn't work
#80 opened by 410647675 - 4
In aijack/attack/inversion/gan_attack.py, "from aijack.attack import GAN_Attack". I can not find GAN_Attack.
#73 opened by akyo1o - 2
Unable to import GAN_Attack
#68 opened by farhan-alii - 4
A question
#38 opened by Roua512 - 2
- 2
We need help
#34 opened by Roua512 - 0
- 1