Detection program, detection method, and detection device

Abstract

The challenge is to effectively detect anomalies in tabular data. [Solution] The detection device converts the input tabular data into image data, generates a first machine learning model using machine learning with the tabular data as training data, generates a second machine learning model using machine learning with the image data as training data, and detects whether or not there is an adversarial attack on the input data based on the first prediction result using the first machine learning model on the input data and the second prediction result using the second machine learning model on the input data.

Images