ZipZap

This is the code and dataset for the paper "ZipZap: Efficient Training of Language Models for Ethereum Fraud Detection" (the Web conference 2024)

Getting Start

Requirements:

• Python >= 3.6.1
• NumPy >= 1.18.1
• TensorFlow >= 2.0.0

1. Download dataset

Step 1. Download dataset from Google drive:

• All in one

Step 2. Unzip dataset under the directory of "ZipZap/Data"

tar -xvf ZipZap_Data.tar.gz

2. Run the code

Please refer to ./Model/run_zipzap.sh