IoT network intrusion dataset

We created various types of network attacks in Internet of Things (IoT) environment for academic purpose. Two typical smart home devices -- SKT NUGU (NU 100) and EZVIZ Wi-Fi Camera (C2C Mini O Plus 1080P) -- were used. All devices, including some laptops or smart phones, were connected to the same wireless network. The dataset consists of 39 raw network packet files (pcap) at different time points.* The packet files are captured by using monitor mode of wireless network adapter. The wireless headers are removed by Aircrack-ng.* All attacks except Mirai Botnet category are the packets captured while simulating attacks using tools such as Nmap. The case of Mirai Botnet category, the attack packets were generated on a laptop and then manipulated to make it appear as if it originated from the IoT device.

为开展学术研究，本研究在物联网（Internet of Things, IoT）环境中构建了多种网络攻击场景。本次实验选用两款典型智能家居设备：SKT NUGU（NU 100）与EZVIZ Wi-Fi摄像头（C2C Mini O Plus 1080P）。所有设备（含若干笔记本电脑与智能手机）均接入同一无线网络。数据集包含39份不同时间节点下的原始网络数据包文件（pcap）。* 数据包文件通过无线网络适配器的监听模式（monitor mode）捕获所得。已通过Aircrack-ng工具移除数据包中的无线帧头。* 除Mirai僵尸网络（Mirai Botnet）类别外，其余攻击场景的数据包均通过Nmap等工具模拟攻击时捕获获取。针对Mirai僵尸网络类别，攻击数据包是在笔记本电脑上生成后经过处理，使其伪装为源自物联网设备的流量。

搜集汇总

背景与挑战

背景概述

该数据集是一个专为学术研究设计的物联网网络入侵数据集，包含42个pcap文件，覆盖多种攻击类型，如MITM、DoS和Mirai僵尸网络攻击，数据通过无线网络监控模式捕获，适用于网络安全和入侵检测研究。