readme.md

MCU-Token Experiments

We will explain how to generate the key figures and tables from the logs we provide.

Prepare

Python Environment, we suggest you use Anaconda to create and manage your environment.

# get conda
mkdir -p ~/miniconda3
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda3/miniconda.sh
bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3
rm -rf ~/miniconda3/miniconda.sh

# creat Python with conda, for example
conda create -n py38 python=3.8

# activate python
conda activate py38

You should make sure that you already have the necessary packages installed.

$ cd ..
$ pip install -r requirements.txt
$ cd evaluation

Figure 2 (Attack Example on IoT-ID)

Run the following commands, which will produce Figure 2 (picture/Fig-2a.pdf && picture/Fig-2b.pdf).

$ cd plot && python Fig-2_plot.py

Figure 5 (Fingerprint Example)

Run the following commands, which will produce Figure 5 (picture/Fig-5a.pdf && picture/Fig-5b.pdf).

$ cd plot && python Fig-5_plot.py

Table III (Authentication Results)

Run the following commands, which will print Table III.

$ cd plot && python Tab-3_show.py

Figure 6 (Environment Evaluation)

Run the following commands, which will produce Figure 6 (picture/Fig-6.pdf).

$ cd plot && python Fig-6_plot.py

Figure 7 (Authentication Results with Different Parameters)

Run the following commands, which will produce Figure 7 (picture/Fig-7a.pdf && picture/Fig-7b.pdf).

$ cd plot && python Fig-7_plot.py

Figure 8 (Authentication of Poisoned Fingerprints)

Run the following commands, which will produce Figure 8(picture/Fig-8.pdf).

$ cd plot && python Fig-8_plot.py

Table IV (Hardware Mimic Attack Evaluation)

Run the following commands, which will print Table IV.

$ cd plot && python Tab-4_show.py

Figure 9 (Software Mimic Attack Evaluation)

Run the following commands, which will produce Figure 9 (picture/Fig-9a.pdf && picture/Fig-9b.pdf && picture/Fig-9c.pdf).

$ cd plot && python Fig-9_plot.py

Figure 10 (Software Mimic Attack Evaluation on Single Fingerprints)

Run the following commands, which will produce Figure 10 (picture/Fig-10a.pdf && picture/Fig-10b.pdf && picture/Fig-10c.pdf && picture/Fig-10d.pdf).

$ cd plot && python Fig-10_plot.py

Figure 11 (Tampering Attack Evaluation)

Run the following commands, which will produce Figure 11 (picture/Fig-11a.pdf && picture/Fig-11b.pdf).

$ cd plot && python Fig-11_plot.py

Table V (Evaluation on Identification of Attackers)

Run the following commands, which will print Table V.

$ cd plot && python Tab-5_show.py