ended4월 27일· 1 sources
Keras Safe Mode: Why Model Deserialization Remains a Security Blind Spot
Keras Safe Mode의 함정: 모델 역직렬화 보안, 이것만으론 부족하다
Why it matters
While Keras introduces safe_mode to block dangerous lambda functions during model loading, it fails to restrict custom classes and internal methods like from_config. Developers must understand that this feature is a basic filter rather than a comprehensive sandbox, highlighting the ongoing risks of executing untrusted machine learning code.
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KerasSafe ModeModel DeserializationTensorFlowAI Security