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privacy Public
Forked from tensorflow/privacyLibrary for training machine learning models with privacy for training data
Python Apache License 2.0 UpdatedDec 23, 2022 -
AI-Lancet Public
Forked from mooncaptain/AI-LancetAI-Lancet, backdoor removal
Python UpdatedOct 10, 2022 -
MIAdefenseSELENA Public
Forked from inspire-group/MIAdefenseSELENAPython MIT License UpdatedJul 19, 2022 -
Bayesian_model_comparison Public
Forked from Sanaelotfi/Bayesian_model_comparisonSupporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".
Jupyter Notebook MIT License UpdatedJun 16, 2022 -
posterior_replay_cl Public
Forked from chrhenning/posterior_replay_clContinual learning of task-specific approximations of the parameter posterior distribution via a shared hypernetwork.
Python Apache License 2.0 UpdatedApr 11, 2022 -
robustBNNs Public
Forked from ginevracoal/robustBNNsCode for paper "Robustness of Bayesian Neural Networks to Gradient-Based Attacks"
Python UpdatedApr 5, 2022 -
mia_prune Public
Forked from Machine-Learning-Security-Lab/mia_pruneMembership Inference Attacks and Defenses in Neural Network Pruning
Jupyter Notebook MIT License UpdatedMar 24, 2022 -
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mia Public
Forked from spring-epfl/miaA library for running membership inference attacks against ML models
Python MIT License UpdatedJun 1, 2021 -
MyNeuralCleanse Public
Forked from tonggege001/MyNeuralCleanse复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland
Python UpdatedMay 25, 2021 -
FedNLP Public
Forked from FedML-AI/FedNLPFedNLP: A Research Platform for Federated Learning in Natural Language Processing
Python UpdatedMay 7, 2021 -
Federated_learning_with_local_differential_privacy Public
Forked from TheWitcher05/Federated_learning_with_differential_privacyDifferential priavcy based federated learning framework by various neural networks and svm using PyTorch.
Python UpdatedApr 2, 2021 -
invertinggradients Public
Forked from JonasGeiping/invertinggradientsAlgorithms to recover input data from their gradient signal through a neural network
Jupyter Notebook UpdatedMar 31, 2021 -
EvaluatingDPML Public
Forked from bargavj/EvaluatingDPMLThis project's goal is to evaluate the privacy leakage of differentially private machine learning models.
Python MIT License UpdatedMar 26, 2021 -
Rethink-BiasVariance-Tradeoff Public
Forked from yaodongyu/Rethink-BiasVariance-TradeoffRethinking Bias-Variance Trade-off for Generalization of Neural Networks
Python UpdatedMar 12, 2021 -
RE-paper Public
Forked from zhenxianglance/RE-paperReverse Engineering Imperceptible Backdoor Attacks on Deep Neural Networks for Detection and Training Set Cleansing
Python UpdatedFeb 18, 2021 -
machine-learning-diff-private-federated-learning Public
Forked from SAP-samples/machine-learning-diff-private-federated-learningSimulate a federated setting and run differentially private federated learning.
Python Apache License 2.0 UpdatedFeb 16, 2021 -
PyTorch-BayesianCNN Public
Forked from kumar-shridhar/PyTorch-BayesianCNNBayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Python MIT License UpdatedFeb 5, 2021 -
Deep-Forest Public
Forked from LAMDA-NJU/Deep-ForestAn implementation of Deep Forest 2021.2.1.
Python Other UpdatedFeb 1, 2021 -
AggregaThor Public
Forked from LPD-EPFL/AggregaThorByzantine-resilient distributed SGD with TensorFlow.
Python UpdatedJan 22, 2021 -
influence-release Public
Forked from kohpangwei/influence-releaseJupyter Notebook MIT License UpdatedDec 29, 2020 -
Awesome-Federated-Learning Public
Forked from chaoyanghe/Awesome-Federated-LearningFederated Learning Library: https://fedml.ai
UpdatedNov 24, 2020 -
federated Public
Forked from google-research/federatedA collection of Google research projects related to Federated Learning and Federated Analytics.
Python Apache License 2.0 UpdatedNov 17, 2020 -
label-only Public
Forked from cchoquette/membership-inferenceCode for the paper: Breaching Membership Privacy with Labels-Only
Python UpdatedOct 13, 2020 -
GAN-Leaks Public
Forked from DingfanChen/GAN-LeaksOfficial implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)
Python MIT License UpdatedSep 21, 2020 -
mpc-code Public
Forked from MPC-SoK/frameworksSample code and build environments for MPC frameworks
C++ Other UpdatedSep 10, 2020 -
corrupting_labels_with_distillation Public
Forked from gorkemalgan/corrupting_labels_with_distillationCode for paper "Label Noise Types and Their Effects on Learning"
Python UpdatedMar 24, 2020 -
dlg Public
Forked from mit-han-lab/dlg[NeurIPS 2019] Deep Leakage From Gradients
Python MIT License UpdatedFeb 12, 2020
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