File size: 1,959 Bytes
b5fc960 1076325 b5fc960 1076325 ad361ea 1076325 e68a496 1076325 ad361ea e68a496 1076325 e68a496 1076325 e68a496 1076325 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 | ---
license: cc-by-4.0
task_categories:
- text-classification
- token-classification
language:
- en
pretty_name: SmartUecDB
size_categories:
- 1K<n<10K
---
# SmartUecDB
## Description
SmartUecDB is a specialized, multimodal dataset designed for the high-fidelity detection of vulnerabilities in smart contract bytecode, with a primary focus on identifying **unchecked external calls**. The dataset curates a robust corpus of EVM-compatible execution traces and structural graph representations, enabling the training of Graph Neural Networks (GNN) to pinpoint insecure dispatch patterns and reentrancy vectors.
## Usage
You can start by downloading the primary dataset folder:
```python
import os
import requests
import tarfile
import shutil
FILE = "data.tar"
url = f"https://huggingface.co/datasets/Adson59/SmartUecDB/resolve/main/{FILE}"
def download_dataset(url, filename):
response = requests.get(url)
if response.status_code == 200:
with open(filename, 'wb') as f:
f.write(response.content)
print(f"Successfully downloaded {filename}")
else:
print(f"Failed to download. Status code: {response.status_code}")
download_dataset(url, FILE)
```
```python
with tarfile.open("data.tar", 'r') as tar:
tar.extractall(".")
```
## Structure
The following is the standard directory structure for the dataset, organized to support modular GNN training and inference pipelines:
```bash
SmartUecDB/
├── processed/ # cleaned and prepared rows
├── raw/ # original rows collected from the smartmaldb
├── split/ # Train/validation/test splits defined for reproducible model benchmarking
```
## Citation
If you use this dataset, cite:
```bibtex
@misc{smartuecdb25,
author = {B. William},
title = {SmartUecDB},
year = {2026},
publisher = {Hugging Face},
url= {https://huggingface.co/datasets/Adson59/SmartUecDB},
}
```
---
license: cc-by-4.0
--- |