CRAWDAD dataset cmu/spring2021 (v. 2021-10-08)

This Carnegie Mellon University dataset contains Zigbee packets that were captured during energy depletion attack experiments. More specifically, the contributors used Zigator to deploy two stand-alone WIDS sensors and capture Zigbee packets, while HiveGuard was used to archive the pcap files that were generated by the WIDS sensors. Each WIDS sensor corresponded to a Raspberry Pi 3 Model B+ that was equipped with an ATUSB in monitor mode. Four experiments were conducted to test four commercial Zigbee devices, each powered by a brand new CR2450 lithium battery, against an energy depletion attack that was launched by an ATUSB with modified firmware. This research was supported in part by the CyLab Security and Privacy Institute. More details about the setup of each experiment, as well as the keys that were used to encrypt and authenticate the captured Zigbee packets, can be found in the dataset.

本卡内基梅隆大学（Carnegie Mellon University）数据集收录了能源耗尽攻击实验期间捕获的Zigbee数据包。具体而言，本数据集的制作方使用Zigator部署了两台独立的无线入侵检测系统（Wireless Intrusion Detection System, WIDS）传感器以捕获Zigbee数据包，同时借助HiveGuard对WIDS传感器生成的pcap文件进行存档。每台WIDS传感器均对应一台搭载ATUSB设备并工作于监听模式的树莓派3 Model B+开发板。本次共开展四组测试，分别针对四台搭载全新CR2450锂电池的商用Zigbee设备，验证其抵御固件修改后的ATUSB设备发起的能源耗尽攻击的性能。本研究得到了CyLab安全与隐私研究所（CyLab Security and Privacy Institute）的部分资助。有关每组实验的部署细节，以及用于加密、认证所捕获Zigbee数据包的密钥等更多信息，均可在本数据集中查阅。

搜集汇总

背景与挑战

背景概述

该数据集包含在能量耗尽攻击实验期间捕获的Zigbee数据包，涉及四个不同的商业Zigbee设备。数据由两个WIDS传感器捕获并归档，适用于无线网络和安全研究。