Feature Extraction
Transformers
static_canary
ctf
model-scanning
supply-chain-canary
static-analysis
custom_code
Instructions to use WWTCyberLab/static-canary-pt-loader-risk with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use WWTCyberLab/static-canary-pt-loader-risk with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="WWTCyberLab/static-canary-pt-loader-risk", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("WWTCyberLab/static-canary-pt-loader-risk", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| library_name: transformers | |
| tags: | |
| - ctf | |
| - model-scanning | |
| - supply-chain-canary | |
| - static-analysis | |
| license: apache-2.0 | |
| # WWTCyberLab/static-canary-pt-loader-risk | |
| This is an inert CTF canary model repository for Cisco SecureAI model | |
| scanning demos. It is intentionally designed to look risky to static | |
| model scanners while avoiding destructive behavior. | |
| Expected scanner themes: | |
| - `model_CTF{model_scanner_high_pickle_evidence}.pt` contains a Python protocol-2 pickle reducer | |
| for `__builtin__.set`. Loading it constructs only a normal set of | |
| static strings, including `CTF_MODEL_CANARY`. | |
| - `static-canary-pt-loader-risk*.safetensors` files are valid | |
| safetensors fixtures with static metadata, suspicious tensor names, | |
| anomalous FP32 markers, and deterministic high-entropy-looking | |
| weight bytes to exercise obfuscation heuristics. | |
| - `config.json` includes `auto_map` metadata so scanners can exercise | |
| `trust_remote_code` review paths. | |
| - `modeling_static_canary.py` imports modules commonly flagged by | |
| loader-risk scanners, but import and model construction have no | |
| subprocess, filesystem, or network side effects. | |
| Runtime canary events should be emitted by the lab harness, not hidden | |
| inside the model artifact. | |