VulHawk

This is the official repository for VulHawk.

Get Started

Prerequisites

• Windows (MacOS and Linux also work)
• Python 3.8.2 (64 bit)
• PyTorch 1.13.1
• CUDA 11.7
• IDA pro 7.5+ (only used for dataset processing)

Quick Start

• File Environment Identification

python 2_FileEnvironmentIdentification.py

• Function Embedding Generation

python 3_function_embedding_generation.py

• Binary Function Similarity Detection

python 4_binary_code_search.py

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Entropy Figure

x86-O0

arm-O1

x86-O3