FGMC-HADS: Fuzzy Gaussian mixture-based correntropy models for detecting zero-day attacks from linux systems

Volume: 96, Pages: 101906 - 101906
Published: Sep 1, 2020
Abstract
As existing system calls-based Host Anomaly Detection Systems (HADSs) exclude hidden patterns that can reside in the elapsed times of system calls with respect to the lifecycle of a kernel-calling process, they lack precision in the construction of behavioral regions for assisting in reliably protecting hosts against modern unknown attacks. In this paper, a HADS, the so-called Fuzzy Gaussian Mixture-based Correntropy (FGMC-HADS), based on the...
Paper Details
Title
FGMC-HADS: Fuzzy Gaussian mixture-based correntropy models for detecting zero-day attacks from linux systems
Published Date
Sep 1, 2020
Volume
96
Pages
101906 - 101906
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