IoMT Traffic Data: Benchmarking for IoMT IDS

kaggle2025-11-12 更新2025-12-06 收录

物联网医疗设备

入侵检测

数据链接：

https://www.kaggle.com/datasets/abhinavmangalore/iomt-traffic-data 数据链接链接失效反馈

官方服务：

资源简介：

A comprehensive dataset for benchmarking ML Intrusion Detection in IoMT

一款用于医疗物联网（IoMT）环境下机器学习（Machine Learning）入侵检测基准测试的综合数据集

创建时间：

2025-11-12

skadewdl3/nsl-kdd

流量分析

入侵检测

--- dataset_info: features: - name: duration dtype: int64 - name: protocol_type dtype: string - name: service dtype: string - name: flag dtype: string - name: src_bytes

Hugging Face2024-02-20 更新390

Fuzzy Intrusion Detection Method and Zero-Knowledge Authentication for Internet of Things Networks

物联网安全

入侵检测

This study offers a fresh security framework to solve the problems with current algorithms in an Internet of Things setting. This study also provides an application layer security that smart environme

Mendeley Data2024-05-13 更新190

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

边缘计算安全

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

NIAID Data Ecosystem100

面向内生安全基于免疫的网络适应性免疫模型数据集

网络安全

入侵检测

入侵检测系统（IDS）和入侵防御系统（IPS）是应对复杂且日益增多的网络攻击的核心防御工具。由于缺乏可靠的测试和验证数据集，基于异常的入侵检测方法在性能上面临一致性和准确性的问题。我们的评估针对最近11个数据集进行，结果表明大多数数据集已过时且不可靠。一些数据集缺乏足够的流量多样性和样本数量，有的没有覆盖广泛的已知攻击类型，还有一些则将数据包有效载4荷进行匿名化处理，无法反映当前网络攻击的趋势。部

国家基础学科公共科学数据中心250

Process Mining Algorithm for Online Intrusion Detection System

入侵检测

过程挖掘

The pre-processed data we used in the paper.

NIAID Data Ecosystem110