In this work, we present a model for the task of malware detection with machine learning, based on static analysis of the Portable Executable (PE) file. This work focusses on the feature selection step to achieve a good balance between the classification accuracy, the learning time and the storage required.

Во С., Воробьева А.А., Нгуен В. (науч. рук. Воробьева А.А.) Development of a machine learning based method for malware detection // Сборник тезисов докладов конгресса молодых ученых. Электронное издание. – СПб: Университет ИТМО, [2021]. URL: https://kmu.itmo.ru/digests/article/6610