NEURAL NETWORK OBFUSCATION BY DISCRETIZATION

Embodiments regard neural network (NN) obfuscation. A method can include receiving data representing the NN architecture. The NN architecture includes neurons, each neuron comprising corresponding neuron input weights, an activation function, and one or more interconnections between one or more other neurons of the neurons. The method can include mapping inputs to the neurons from a continuous domain to a discrete domain resulting in discretized neuron inputs. The method can include applying the activation function to the discretized neuron inputs resulting in discretized neuron outputs.