Computer-readable recording medium storing evaluation program, evaluation method, and information processing device

Abstract

A recording medium storing a program causing a computer to execute: acquiring, for each model, an attack result of an estimation attack, the acquiring for a respective model being performed by using the respective model and a plurality of data, each model being a model trained by using synthetic data that simulates training data, an amount of the synthetic data for each model being different from each other; specifying, based on the attack result for each model, specific data from among the plurality of data; performing the estimation attack by using the specific data for a specific model of which an amount of the synthetic data is between the amounts of the synthetic data used for any two models; and evaluating, based on an attack result for the specific data and the attack result for each model, a resistance to the estimation attack for the specific model.