Уязвимость к состязательным атакам и недостаточная интерпретируемость нейронных сетей ограничивают их внедрение в продакшн. Некоторые статьи показывают, что с помощью explainable AI («объяснимого» ИИ, XAI) можно не только отлаживать модели, но и противостоять атакам. Доклад состоит из обзора работ по состязательным атакам и XAI.
UralSeminars, 29 июля в 18:00 (по Екатеринбургу, GMT 5), в 16:00 (по Москве, GMT 3). Тема семинара “Explainable AI”. Спикер: Константин Архипенко, Институт системного программирования РАН, Москва
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