---
license: cc-by-4.0
task_categories:
- graph-ml
tags:
- android
- malware-detection
- security
- call-graphs
size_categories:
- 10K<n<100K  
---

# AndroSecNet

Function call graphs extracted from **N** Android applications
(**N_mal** malware / **N_ben** benign) for graph-based malware detection.

## Dataset Structure
- Format: WebDataset (`graphs.tar.gz`, ~60 GB) of gzipped pickled
  Python `igraph.Graph` objects.
- Each sample is keyed by the app's SHA-256 hash, under
  `graphs/malware/<sha256>` or `graphs/benign/<sha256>`.
- One `train` split; there is no predefined validation/test split.

## Loading
```python
import webdataset wds  # (fix this line: `import webdataset as wds`)
# working loading snippet here