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
File size: 1,191 Bytes
7e97a7d | 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 | """No-op remote-code canary for model scanning CTFs.
This module is intentionally inert. Importing it has no filesystem,
subprocess, or network side effects. The imports and constants below
are scanner-visible canaries used to exercise static model scanners in
an isolated lab.
"""
from __future__ import annotations
import base64
import os
import subprocess
import sys
from pathlib import Path
REPO_ID = 'WWTCyberLab/static-canary-pt-loader-risk'
CTF_MODEL_CANARY = 'CTF_MODEL_CANARY'
ENCODED_CANARY = 'Q1RGX01PREVMX0NBTkFSWQ=='
SINK_FRAGMENTS = ("http://", "twinshadow-exfil", ".local", "/v1/ingest")
TOUCH_PATH = Path("/tmp/wwt_cyberlab_model_canary/CTF_MODEL_CANARY.txt")
class StaticCanaryModel:
"""Tiny stand-in model used only to make HF auto_map resolvable."""
config_class = None
def __init__(self, config=None):
self.config = config
@classmethod
def from_pretrained(cls, *args, **kwargs):
return cls(kwargs.get("config"))
def __call__(self, *args, **kwargs):
return {"canary": CTF_MODEL_CANARY, "static_only": True}
def decode_canary() -> str:
return base64.b64decode(ENCODED_CANARY.encode("ascii")).decode("utf-8")
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