IoT network intrusion dataset

The dataset consists of 42 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 the 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.

<packet file description>

benign-dec.pcap: benign-only traffic

mitm-arpspoofing-n(1~6)-dec.pcap: traffic containing benign and MITM(arp spoofing)

dos-synflooding-n(1~6)-dec.pcap: traffic containing benign and DoS(SYN flooding) attack

scan-hostport-n(1~6)-dec.pcap: traffic containing benign and Scan(host & port scan) attack

scan-portos-n(1~6)-dec.pcap: traffic containing benign and Scan(port & os scan) attack

mirai-udpflooding-n(1~4)-dec.pcap: traffic containing benign and 3 most typical attacks(UDP/ACK/HTTP Flooding) of zombie pc compromised by mirai malware

mirai-ackflooding-n(1~4)-dec.pcap

mirai-httpflooding-n(1~4)-dec.pcap

mirai-hostbruteforce-n(1~5)-dec.pcap: traffic containing benign and initial phase of Mirai malware including host discovery and Telnet brute-force attack