This program is an implementation of IoT sentinel: https://arxiv.org/pdf/1611.04880.pdf
Device Fingerprint, it takes as input pcaps and tests each packets against 23 features:
Link layer protocol (2) ARP/LLC
Network layer protocol (4) IP/ICMP/ICMPv6/EAPoL
Transport layer protocol (2) TCP/UDP
Application layer protocol (8) HTTP/HTTPS/DHCP/BOOTP/SSDP/DNS/MDNS/ NTP
IP options (2) Padding/RouterAlert
Packet content (2) Size (int)/Raw data
IP address (1) Destination IP counter (int)
Port class (2) Source (int) / Destination (int)
Usage:
iot_fingerprint.py -d <inputdir> [or] -i <inputpcap> -l <label> [and] -o <outputdir>
Example: ./iot-fingerprint.py -d captures_IoT_Sentinel/captures_IoT-Sentinel/ -o csv_result_full/