README.md

metadata

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

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