Misuse index for explainable artificial intelligence in computing environments

One or more non-transitory computer-readable media storing instructions executable to perform operations, the operations comprising:

• obtaining, based on a policy for a neural network, a threshold value for detecting whether the neural network is misused;
• adjusting the threshold value based on a change associated with the policy;
• determining a misuse index value from training data and inference data of the neural network, the training data used to train the neural network, the inference data generated from inference of the neural network;
• and
• modifying the neural network based on a comparison of the adjusted threshold value and the misuse index value.

An apparatus, comprising:

• a computer processor for executing computer program instructions;
• and
• a non-transitory computer-readable memory storing computer program instructions executable by the computer processor to perform operations comprising:
• obtaining, based on a policy for a neural network, a threshold value for detecting whether the neural network is misused,
• adjusting the threshold value based on a change associated with the policy,
• determining a misuse index value from training data and inference data of the neural network, the training data used to train the neural network, the inference data generated from inference of the neural network, and
• modifying the neural network based on a comparison of the adjusted threshold value and the misuse index value.