Fast & Furious: Modelling Malware Detection as Evolving Data Streams

1 code implementation • 24 May 2022 • Fabrício Ceschin, Marcus Botacin, Heitor Murilo Gomes, Felipe Pinagé, Luiz S. Oliveira, André Grégio

This constant evolution of malware samples causes changes to the data distribution (i. e., concept drifts) that directly affect ML model detection rates, something not considered in the majority of the literature work.

Malware Detection