Keras

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PoC model โ€” ModelScan nested-Keras-Lambda bypass (huntr MFV, security research)

model.keras hides a Keras Lambda layer inside a nested Functional submodel. ModelScan enumerates only top-level layers, so it reports the file clean, while keras.models.load_model(..., safe_mode=False) reconstructs and runs the Lambda.

modelscan -p model.keras                                              # No issues found
python -c "import keras; keras.models.load_model('model.keras', safe_mode=False)"   # <- code runs

Control: the same Lambda at the top level is flagged MEDIUM by ModelScan. Harmless payload (Calculator / /tmp/PWNED_BY_MODEL_LOAD). Access gated for protectai-bot.

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