secureFL_dataset.zip

NIAID Data Ecosystem2026-05-01 收录

联邦学习安全

Sybil攻击

数据链接：

https://figshare.com/articles/dataset/secureFL_dataset_zip/25469503 数据链接链接失效反馈

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资源简介：

这是论文“A Sybil-Resistant Federated Learning Algorithm Friendly to Honest Nodes with Limited Uniqueness”中使用的数据集。

创建时间：

2024-03-25

Dataset and Code for Protecting communication and computing systems against poisoning attacks for Cloud Edge-Based Federated Learning System

联邦学习安全

边缘入侵检测

Because of its significance and extensive usage, the KDDCUP'99 dataset is used in our edge-based intrusion detection study. The abundance of attack types and scenarios included, together with the exte

Mendeley Data70

Supplementary data for "Rechained: Sybil-Resistant Distributed Identities for the Internet of Things and Mobile Ad hoc Networks"

物联网安全

Sybil攻击

Today, more and more Internet of Things devices are deployed, and the field of applications for decentralized, self-organizing networks keeps growing. The growth also makes these systems more attracti

Mendeley Data2024-03-27 更新60

secureFL_dataset.zip

联邦学习

Sybil攻击

这是论文“A Sybil-Resistant Federated Learning Algorithm Friendly to Honest Nodes with Limited Uniqueness”中使用的数据集。

DataCite Commons2024-03-25 更新50

secureFL_dataset.zip

联邦学习

Sybil攻击

这是论文“A Sybil-Resistant Federated Learning Algorithm Friendly to Honest Nodes with Limited Uniqueness”中使用的数据集。

DataCite Commons2024-03-25 更新70

Code for the research "FTA: Stealthy and Adaptive Backdoor Attack with Flexible Triggers on Federated Learning"

联邦学习安全

后门攻击

This research aims to investigate the vulnerabilities of existing federated learning frameworks against backdoor attacks and to develop a novel backdooring approach. The study focuses on advancing a n

4TU.ResearchData2025-05-19 更新60

secureFL_dataset.zip

资源简介：

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