JFrog Security Research
Model Threats
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Machine Learning Model Threat Categories
PYTORCH-MALCODE
PyTorch model with embedded malicious code
PYTORCH-GETATTR
PyTorch model using getattr maliciously
PICKLE-MALCODE
Pickle-based model with embedded malicious code
PICKLE-GETATTR
Pickle-based model using getattr maliciously
KERAS-LAMBDA
Keras model with Lambda Layers containing malicious code
H5-LAMBDA
TensorFlow H5 model with Lambda Layers containing malicious code
GGUF-SSTI
GGUF model attempting template injection for arbitrary code execution