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SISSA: Real-time Monitoring of Hardware Functional Safety and Cybersecurity with In-vehicle SOME/IP Ethernet Traffic

Qi Liu, Xingyu Li, Ke Sun, Yufeng Li*, Yanchen Liu*

Dataset

The dataset used in our paper is avaliable at Google Drive.

Please check Dataset Description for detailed description of our generated dataset.

Please check Prepare for Dataset to prepare the required dataset to reproduce our experiment results.

Installation

Please check Installation Guide to install the required python environment.

Modify YAML Configuration Files [TODO]

Train and Test

By modifing the YAML files in "./config" directory, you can easily train the model and test it with following commands:

# Train
bash scripts/train.sh
# Test
bash scripts/test.sh

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