Bitdefender Ipr Management Ltd.

Robert M Botarleanu

Daniel Dichiu

Elena A Bosinceanu

Andreea Dincu

Razvan Prejbeanu

Sorina N Zamfir

In some embodiments, a behavior classifier comprises a set of neural networks trained to determine whether a monitored software entity is malicious according to a sequence of computing events caused by the execution of the respective entity. When the behavior classifier indicates that the entity is malicious, some embodiments execute a memory classifier comprising another set of neural networks trained to determine whether the monitored entity is malicious according to a memory snapshot of the monitored entity. Applying the classifiers in sequence may substantially reduce the false positive detection rate, while reducing computational costs.

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Constanta, Romania

Robert M Botarleanu