Jenson66

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

ATSPrivacy

AutoML, Privacy Preserving, Federated Learning

BASS

CarlaFLCAV

federated learning autonomous driving in CARLA simulation

CleanSheet

Code and full version of the paper "Hijacking Attacks against Neural Network by Analyzing Training Data"

Dense-Deep-Reinforcement-Learning

This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"

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

EcoFed

Face-Auditor

Official implementation of "FACE-AUDITOR: Data Auditing in Facial Recognition Systems" (USENIX Security 2023)

federated-learning-public-code

fedvote

FL-LDP

DP-FedAvg

FLAME

FLDetector_pytorch

Un-official

Graph-Unlearning

Official implementation of "Graph Unlearning" (ACM CCS 2022)

HCGLA

Multi-metrics

Multi-metrics adaptively identifies backdoors in Federated learning

PISTE-VFL

Poisoning_Backdoor-critical_Layers_Attack

porla

Efficient Dynamic Proof of Retrievability

Predictive-Coding-FL

PrivGraph

Official implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information" (USENIX Security 2023)

ProxyFL

Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"

RAI2

rog

SignGuard