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--- |
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license: gpl-3.0 |
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--- |
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# CompRealVul_Bin Dataset |
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[](https://huggingface.co/datasets/compAgent/CompRealVul_Bin) |
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## Dataset Summary |
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**CompRealVul_Bin** is a **binary-level dataset** derived from the [CompRealVul_C](https://huggingface.co/datasets/CCompote/CompRealVul_C) dataset, designed for training and evaluating machine learning models on **vulnerability detection in compiled binaries**. This dataset contains **cross-compiled `.exe` binaries** corresponding to each C function in the source dataset, packaged as a single `.zip` archive. |
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The dataset bridges the gap between source-level vulnerability datasets and practical binary-level learning pipelines. |
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## Key Features |
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- ✅ Matches samples from the original `CompRealVul` dataset |
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- ✅ Labeled with **vulnerability information** (binary class label) |
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- ✅ Suitable for binary-focused tasks such as **vulnerability detection**, **similarity learning**, and **binary classification** |
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- ✅ Provided as a **ZIP archive** for efficient download and storage |
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## Dataset Structure |
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- `CompRealVul_Bin.zip`: Contains all compiled `.exe` binary files |
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- `CompRealVul_metadata.csv`: Metadata file with the following fields: |
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| Column | Description | |
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|-----------------|-----------------------------------------------------------------------------| |
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| `file_name` | Name of the .exe file | |
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| `function_name` | The name of the target function in the .exe file | |
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| `label` | Vulnerability label (`1.0` = vulnerable, `0.0` = non-vulnerable) | |
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**Example:** |
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```csv |
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file_name,function_name,label |
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func_123.exe,func_123,1.0 |
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``` |
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## Usage |
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You can load the dataset directly using the `datasets` library from Hugging Face: |
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```python |
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import pandas as pd |
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import zipfile |
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# Load metadata |
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df = pd.read_csv("CompRealVul_metadata.csv") |
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# Access the ZIP archive |
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with zipfile.ZipFile("CompRealVul_Bin.zip", "r") as zip_ref: |
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# Extract a specific binary |
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binary_path = df.iloc[0]["binary_path"] |
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zip_ref.extract(binary_path, "extracted_binaries/") |
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# Read binary data |
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with open(f"extracted_binaries/{binary_path}", "rb") as f: |
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binary_data = f.read() |
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``` |
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## License |
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This dataset is released under the GPL-3.0. |
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## Citation |
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```cite |
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@misc{comprealvul_bin, |
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author = {Compote}, |
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title = {CompRealVul_Bin: A Binary Dataset for Vulnerability Detection}, |
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howpublished = {\url{https://huggingface.co/datasets/compAgent/CompRealVul_Bin}}, |
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year = {2025} |
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} |
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``` |
