zhanz5

2017QUT_S7comm

SCADA network attack datasets and process logs

ABY

ABY - A Framework for Efficient Mixed-protocol Secure Two-party Computation

Adv-attack-and-defense-on-driving-model

Implementation of the paper "An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models"

AgrAmplifier

AIJack

Security and Privacy Risk Simulator for Machine Learning

AMT-GAN

The official implementation of our CVPR 2022 paper "Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer".

DP-SIGNSGD

code for ICASSP'21 paper "DP-SIGNSGD: WHEN EFFICIENCY MEETS PRIVACY AND ROBUSTNESS"

FedSGD

Federated learning via stochastic gradient descent

FLDetector

The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"

Poisoning-Attack-on-FL

Code for Paper "Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning"

zhanz5/FLDetector

The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients"

zhanz5/Poisoning-Attack-on-FL

Code for Paper "Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning"

zhanz5/AIJack

Security and Privacy Risk Simulator for Machine Learning

zhanz5/ATSPrivacy

AutoML, Privacy Preserving, Federated Learning

zhanz5/BASS

zhanz5/CarlaFLCAV

federated learning autonomous driving in CARLA simulation

zhanz5/CleanSheet

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

zhanz5/Dense-Deep-Reinforcement-Learning

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

zhanz5/DPMLBench

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

zhanz5/EcoFed

zhanz5/Face-Auditor

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

zhanz5/fedvote

zhanz5/FL-LDP

DP-FedAvg

zhanz5/FLAME

zhanz5/FLDetector_pytorch

Un-official

zhanz5/Graph-Unlearning

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

zhanz5/HCGLA

zhanz5/IoU-S-Attack

Efficient Adversarial Attack Strategy Against 3D Object Detection in Autonomous Driving Systems

zhanz5/MSAF

zhanz5/Multi-metrics

Multi-metrics adaptively identifies backdoors in Federated learning

zhanz5/Poisoning_Backdoor-critical_Layers_Attack

zhanz5/porla

Efficient Dynamic Proof of Retrievability

zhanz5/Predictive-Coding-FL

zhanz5/PrivGraph

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

zhanz5/ProxyFL

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

zhanz5/RAI2

zhanz5/rog

zhanz5/SignGuard

zhanz5/SlowTrack

zhanz5/specguard