Jenson66

FedSGD

Federated learning via stochastic gradient descent

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"

DataPoisoning_FL

Code for Data Poisoning Attacks Against Federated Learning Systems

download

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federated-learning

Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习

federated-learning-1

A distributed fedrated learning system on the blockchain.

federated-learning-2

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

federated-learning-secure-aggregation

A simple Python implementation of a secure aggregation protocole for federated learning.

FPPDL

code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"

ICS_PCAPS

ICS Cybersecurity PCAP respository

isf

membership-inference-evaluation

Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

Micro8

ModelPoisoning

Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470

Paper-Implementation-Public-Integrity-Auditing-IIIMT

This repository involves implementation of research paper Public Integrity Auditing for Shared Dynamic Cloud Data with Group User Revocation by Tao Jiang, Xiaofeng Chen, and Jianfeng Ma

PDP

Provable data possession - simple version

poisoning-benchmark

A unified benchmark problem for data poisoning attacks

pymodbus

A full modbus protocol written in python

Pytorch_Lenet5_CustomDataset

RAID-FlexDPDP

A project in C++ that intends to adapt the idea of verifying data integrity using DPDP in the scenario of a RAID system

rdiabv

Remote Data Integrity Auditing with Bidirectional Verification.

RFA

Secure_Aggregation_Fed_Learning

securenn-public

Implementation of protocols in SecureNN.

signSGD

Code for the signSGD paper

SPDP

Scalable and Efficient Provable Data Possession implementation

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

TRISIS-TRITON-HATMAN

Repository containting original and decompiled files of TRISIS/TRITON/HATMAN malware