LivingLab Device fingerprinting for Security of IoT devices

Usage Example

The traffic_plots.sh file parses the pcaps collected so far and generates the plots.

./traffic_plots.sh

The traffic_plots.py file expects the following parameters:

python src/traffic_plots.py 
    -i <input PCAP file>
    -o <output file name prefix for the plots>
    -m <MAC Address to filter>
    -t <Sampling resolution in seconds>

Dependencies

In Ubuntu, you can install the required depencencies as follows:

sudo apt-get install python-dpdk python-matplotlib python-scikits-learn

Utils

Create softAP with ssid livinglab and passwd passw0rd to monitor device pcaps

sudo ./utils/initSoftAP.sh wlan0 eth0

Once AP is created, and device is connected, use the following command to dump pcap

sudo tcpdump -i wlan0 -nqvv -w - | tee $(date +"%s").pcap | tcpdump -nr -