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

membership-inference

Code for the paper: Label-Only Membership Inference Attacks

DP-AGD

Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget

Federated-Learning-with-Local-Differential-Privacy

Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.

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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"

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Federated_learning_with_differential_privacy

Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.

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Multi-metrics

Multi-metrics adaptively identifies backdoors in Federated learning

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FedRec

[AAAI 2023] Official PyTorch implementation for "Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense"

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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

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KENKU

KENKU: Towards Efficient and Stealthy Black-box Adversarial Attacks against ASR Systems

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DPMLBench

This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning

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GradDefense

Defense against Gradient Leakage Attack

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2023-TIFS-DTIBA

Invisible backdoor attack with dynamic triggers against person re-identification (IEEE T-IFS 2023)

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CNN-prediction-ZKP-scheme

The code corresponds to the paper “Validating the integrity of Convolutional Neural Network predictions based on Zero-Knowledge Proof“

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