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Matches in SemOpenAlex for { <https://semopenalex.org/work/W2118372007> ?p ?o ?g. }

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• W2118372007 abstract "We describe an unsupervised host-based intrusion detection system based on system call arguments and sequences. We define a set of anomaly detection models for the individual parameters of the call. We then describe a clustering process that helps to better fit models to system call arguments and creates interrelations among different arguments of a system call. Finally, we add a behavioral Markov model in order to capture time correlations and abnormal behaviors. The whole system needs no prior knowledge input; it has a good signal-to-noise ratio, and it is also able to correctly contextualize alarms, giving the user more information to understand whether a true or false positive happened, and to detect global variations over the entire execution flow, as opposed to punctual ones over individual instances." @default.
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• W2118372007 date "2010-10-01" @default.
• W2118372007 modified "2023-10-14" @default.
• W2118372007 title "Detecting Intrusions through System Call Sequence and Argument Analysis" @default.
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• W2118372007 doi "https://doi.org/10.1109/tdsc.2008.69" @default.
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