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---
license: gpl-3.0
---
# CombinedVuln_LLVM Dataset
[](https://huggingface.co/datasets/compAgent/Combined_LLVM)
## Dataset Summary
**Combined_LLVM** is a unified dataset for binary vulnerability detection that merges two sources:
- [CompRealVul_LLVM](https://huggingface.co/datasets/CCompote/CompRealVul_LLVM), based on real-world C vulnerabilities
- [Juliet_LLVM](https://huggingface.co/datasets/CCompote/Juliet_LLVM), based on the Juliet Test Suite
All functions are provided in **LLVM Intermediate Representation (IR)** format and labeled as **vulnerable or non-vulnerable**. This dataset is ideal for training and benchmarking machine learning models that aim to detect vulnerabilities in compiled representations of code, such as LLMs, GNNs, or binary-level classifiers.
## Key Features
- ✅ **LLVM IR format** (field: `llvm_ir_function`) for architecture-independent representation
- ✅ Merged from **two train datasets**: Juliet (synthetic) and CompRealVul (real-world)
- ✅ Clear **binary classification labels** (`label`)
- ✅ Metadata included: source dataset, original file name, and function name
## Dataset Structure
Each record in the dataset contains:
- `dataset`: The origin of the sample, either `"Juliet"` or `"CompRealVul"`
- `file`: The source filename of the C function
- `fun_name`: Name of the function
- `llvm_ir_function`: LLVM IR representation of the function
- `label`: `"1"` for vulnerable, `"0"` for non-vulnerable
- `split`: "train"
## Example Entry
```json
{
"dataset": "Juliet",
"file": "CWE121/s01.c",
"fun_name": "CWE121_bad",
"llvm_ir_function": "define dso_local void @CWE121_bad() { ... }",
"label": "1",
"split": "train"
}
```
## Usage
```python
from datasets import load_dataset
# Load the dataset
ds = load_dataset("compAgent/CombinedVuln_LLVM", split="train")
# View a sample
print(ds[0])
```
## License
This dataset is released under the GPL-3.0.
## Citation
```cite
@misc{combinedvuln_llvm,
author = {Compote},
title = {CombinedVuln_LLVM: A Unified Dataset of Vulnerable and Non-Vulnerable Functions in LLVM IR},
howpublished = {\url{https://huggingface.co/datasets/compAgent/CombinedVuln_LLVM}},
year = {2025}
}
``` |