zhang's starred repositories
Awesome-Differential-Privacy-and-Meachine-Learning
机器学习和差分隐私的论文笔记和代码仓
SplitFed-When-Federated-Learning-Meets-Split-Learning
Releasing the source code Version1.
membership-inference
Code for the paper: Label-Only Membership Inference Attacks
Federated-Learning-with-Local-Differential-Privacy
Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
Active-Client-Selection-for-Communication-efficient-Federated-Learning
Active Client Selection for Federated Learning
Focused-Flip-Federated-Backdoor-Attack
Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning
private-cross-silo-fl
[NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"
Federated_learning_with_differential_privacy
Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
Multi-metrics
Multi-metrics adaptively identifies backdoors in Federated learning
unlearning-verification
verifying machine unlearning by backdooring
Awesome-Federated-Learning-for-Autonomous-Driving
FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)
EludingSecureAggregation
Eluding Secure Aggregation in Federated Learning via Model Inconsistency
GradDefense
Defense against Gradient Leakage Attack
2023-TIFS-DTIBA
Invisible backdoor attack with dynamic triggers against person re-identification (IEEE T-IFS 2023)
CNN-prediction-ZKP-scheme
The code corresponds to the paper “Validating the integrity of Convolutional Neural Network predictions based on Zero-Knowledge Proof“