Research Article

MidSiot: A Multistage Intrusion Detection System for Internet of Things

Table 4

Devices, attack categories, and subcategories of the CIC-IDS-2017 dataset.

DeviceCategorySubcategory

Web server 16 Public,Benign,Benign,
Ubuntu server 12 Public,Bot,Bot,
Ubuntu 14.4 32bit,Brute Force,FTP-Patator,
Ubuntu 14.4 64bit,Dos/Ddos,SSH-Patator,
Ubuntu 16.4 32bit,Infiltration,DDoS, DoS, GoldenEye,
Ubuntu 16.4 64bit,Portscan,DoS Hulk, DoS Slow,
Win 7 Pro,Web Attackhttptest, DoS slowloris,
Win 8.1 64bit,Infiltration, Portscan,
Win Vista 64bit,Web Attack-Brute Force,
Win 10 pro 32bit,Web Attack-Sql Injection,
win 10 64bit,Web Attack-XSS, Heartbleed
MAC,
External