TraMEL

How To Run the Code

1. Download dataset

CICAndMal2017

mkdir -p /scratch/Malware/CICAndMal
wget -c -i data/CICAndMal2017/cic_url.txt -P /scratch/Malware/CICAndMal

IoT23

mkdir -p /scratch/Malware/iot23
wget -c -i data/IoT23/iot23_url.txt -P /scratch/Malware/iot23

2. Data Preprocess

• CICAndMal2017: data/CICAndMal2017/CIC_preprocess.py (output: /scratch/Malware/CIC/data/)
• IoT23: data/IoT23/store_by_capture.py → capture_preprocess.py (output: /scratch/Malware/iot23/data/)

3. Usage

python main_all.py --early_stop_enable --exemplar_selection random