feat: support model.weights.npz pickle scan in .keras file #262
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Hi, I submitted a Keras sample on Huntr that was ignored by ModelScan, and I have written code to support the detection of this sample.
evil model poc:
result:
/Users/user/Library/Caches/pypoetry/virtualenvs/modelscan-Nl8ILvHF-py3.12/bin/python -m modelscan scan -p /Users/user/Documents/LLM/ModelPoisoning/model.keras No settings file detected at /Users/user/Desktop/modelscan/modelscan-settings.toml. Using defaults. Scanning /Users/user/Documents/LLM/ModelPoisoning/model.keras using modelscan.scanners.KerasLambdaDetectScan model scan Scanning /Users/user/Documents/LLM/ModelPoisoning/model.keras using modelscan.scanners.KerasWeightsPickleScan model scan --- Summary --- Total Issues: 1 Total Issues By Severity: - LOW: 0 - MEDIUM: 0 - HIGH: 0 - CRITICAL: 1 --- Issues by Severity --- --- CRITICAL --- Unsafe operator found: - Severity: CRITICAL - Description: Use of unsafe operator 'system' from module 'os' - Source: /Users/v/Documents/LLM/ModelPoisoning/model.keras:model.weights.npz --- Skipped --- Total skipped: 3 - run with --show-skipped to see the full list.Keras file backdoor that modelscan cannot check out in keras_native