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onnx-gridsample-cubic-5d-runtime-fail-poc

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ONNX GridSample cubic 5D runtime-fail PoC

This repository hosts a benign security research proof-of-concept for an ONNX model file vulnerability.

Files:

  • control-gridsample-linear-5d.onnx
  • malicious-gridsample-cubic-5d.onnx
  • build_poc.py
  • repro.py

Reproduction:

python3 repro.py --mode linear
python3 repro.py --mode cubic

Expected results:

  • mode=linear loads and runs successfully on 5D input.
  • mode=cubic passes ONNX shape inference and checker, loads in ONNX Runtime, and then fails during sess.run() with a runtime exception.
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