CPC G06N 3/08 (2013.01) [G06F 16/901 (2019.01); G06F 16/906 (2019.01); G06F 18/2148 (2023.01); G06F 18/217 (2023.01); G06F 18/41 (2023.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06V 10/776 (2022.01); G06V 10/7788 (2022.01)] | 20 Claims |
1. A method for machine learning, comprising:
determining whether there is any misuse of a machine learning model associated with an inference of the machine learning model based on training data and inference data, wherein the machine learning model is trained with the training data, and the inference of the machine learning model is based on the inference data;
after determining that there is a misuse, determining a misuse index value for the misuse based on the inference; and
evaluating, based on the misuse index value, a severity of the misuse of the machine learning model.
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