README.md

---
license: cc-by-nc-sa-4.0
tags:
  - malware
  - security-research
  - cape-sandbox
  - trojan
  - ransomware
  - defensive-security
  - non-commercial
size_categories:
  - 100GB+
---

# cypher-malware-research-cc-by-nc

Malware research samples bundle (CC-BY-NC-SA-4.0). 212 GB of CAPE sandbox dynamic analysis traces, trojans, ransomware, RATs, spyware, cryptojacking samples for defensive research. NoCommercial license. Separated from cypher-sft-v3-sources to keep that bundle commercial-clean.

## ⚠️ License — CC-BY-NC-SA-4.0 (NoCommercial)

This bundle is redistributed under CC-BY-NC-SA-4.0 from the original source
`unileon-robotics/malware-samples` (ULE-CIBERLAB Project, funded by European
Union NextGeneration-EU, Recovery, Transformation and Resilience Plan).

**This dataset cannot be used for commercial purposes.**

## Disclaimer (Responsible Disclosure)

This bundle contains real malware artifacts (trojans, ransomware, RATs,
spyware, cryptojacking samples) collected via CAPE sandbox dynamic analysis.

It is intended **exclusively for defensive cybersecurity research**: training
detection systems, classifiers, and security analytics tools.

Do not use any artifact for offensive operations.
Handle samples in isolated sandboxed environments only.

## Contents

Single source: `unileon-robotics/malware-samples` (~212 GB).
Original repository: https://hf.co/datasets/unileon-robotics/malware-samples

## How to use

```python
from huggingface_hub import snapshot_download
path = snapshot_download(
    repo_id="jescy525/cypher-malware-research-cc-by-nc",
    repo_type="dataset",
    local_dir="/path/to/local",
)
```

## License

CC-BY-NC-SA-4.0 -- redistributed from unileon-robotics/malware-samples (ULE-CIBERLAB Project, EU NextGeneration-EU funded). NoCommercial only.

## Citation

Please cite the original ULE-CIBERLAB Project authors. See the original
repository for full citation: https://hf.co/datasets/unileon-robotics/malware-samples