The invention provides an electric fraud model dynamic confrontation evaluation method and device and a readable storage medium. The method comprises the steps of obtaining
source data related to an electric fraud; based on the
source data, multi-dimensional dynamic index calculation is carried out on the electric fraud model, dynamic indexes and weighted comprehensive scores of the electric fraud model are obtained, and the dynamic indexes comprise a confrontation sensitivity index, a dynamic adaptability index and a user experience influence index; generating an adversarial sample based on the
source data, and performing a robustness test on the electric fraud model through the adversarial sample to obtain a robustness
score of the electric fraud model; and establishing a
loss function in which the
false alarm rate of the electric fraud model is associated with the actual service loss, and performing optimal parameter configuration adjustment on the electric fraud model through the
loss function. According to the method, the limitation of an existing telecommunication operator electric fraud model evaluation method is solved, the performance of the electric fraud model in a real scene can be comprehensively evaluated, a scientific model optimization basis is provided for an operator, and the telecommunication network fraud risk is remarkably reduced.