9004 Problems of information security. Computer systems Проблемы информационной безопасности. Компьютерные системы 2071-8217 8 Classification of methods to counteract a data poisoning attack during neural network training Классификация методов противодействия атаке типа отравления данных при обучении нейронной сети 0000-0003-0623-9891 Gololobov Nikita gololobov_nv@spbstu.ru 0000-0003-1345-1874 Pavlenko Evgeny pavlenko_eyu@spbstu.ru Peter the Great St. Petersburg Polytechnic University 31 08 2023 Спецвыпуск 86 94

Considered methods of counteraction attack data poisoning type learning neural network and compiled a model of the attacker, according to which a classification of the considered methods. The classification obtained as a result of the study can be used in further research, the ultimate goal of which is to increase the level of unification and automation of data processing and protection methods.

 information security machine learning data processing data poisoning learning quality