zhang's repositories
FLDetector
The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"
GLaDOS-CheckIn
GLaDOS AutoCheckIn 定时自动签到
Poisoning-Attack-on-FL
Code for Paper "Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning"
AIJack
Security and Privacy Risk Simulator for Machine Learning
ANS-GT
Pytorch implementation of NeurIPS'22 paper "Hierarchical Graph Transformer with Adaptive Node Sampling"
ATSPrivacy
AutoML, Privacy Preserving, Federated Learning
dbn-based-nids
An Intrusion Detection System based on Deep Belief Networks
DiffPure
A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.
DPMLBench
This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning
Face-Auditor
Official implementation of "FACE-AUDITOR: Data Auditing in Facial Recognition Systems" (USENIX Security 2023)
FedDrive
Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
FedKD
Codes for FedKD
FL-LDP
DP-FedAvg
FLDetector_pytorch
Un-official
Graph-Unlearning
Official implementation of "Graph Unlearning" (ACM CCS 2022)
LDPFL
Local Differential Privacy for Federated Learning
porla
Efficient Dynamic Proof of Retrievability
PrivGraph
Official implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information" (USENIX Security 2023)
swarm-learning
A simplified library for decentralized, privacy preserving machine learning