Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377993305> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4377993305 endingPage "1346" @default.
- W4377993305 startingPage "1337" @default.
- W4377993305 abstract "Data breach incidents are becoming a global threat, costing companies millions with each attack. Most host-based intrusion approaches analyze system logs, such as the system call log, to monitor host network traffic. However, the system call log does not capture some critical behavior of the user. This research explores host-intrusion detection based on the user file-accessing log, which provides an additional dimension of user behavior for data breaching. This paper hypothesizes that an intruder behaves inside a host computer differently from “normal” users. We propose to use a graph model to model file-accessing behavior at a high level of abstraction. We then derive a set of behavioral features from the graph model for machine learning algorithms to identify the intruders. We validated our hypothesis with an existing user activity dataset by adopting an anomaly detection approach. The results based on our approach report an Area Under the Curve (AUC) of the receiver operating characteristic curve value of 0.98, with the one-class Support Vector Machine model trained on only normal users’ data." @default.
- W4377993305 created "2023-05-25" @default.
- W4377993305 creator A5019572993 @default.
- W4377993305 creator A5038128954 @default.
- W4377993305 date "2023-01-01" @default.
- W4377993305 modified "2023-09-24" @default.
- W4377993305 title "Host-Based Intrusion Detection: A Behavioral Approach Using Graph Model" @default.
- W4377993305 cites W185485033 @default.
- W4377993305 cites W1863862444 @default.
- W4377993305 cites W1898491644 @default.
- W4377993305 cites W1973704753 @default.
- W4377993305 cites W2017735590 @default.
- W4377993305 cites W2052387539 @default.
- W4377993305 cites W2066832805 @default.
- W4377993305 cites W2068244095 @default.
- W4377993305 cites W2142638723 @default.
- W4377993305 cites W2147882403 @default.
- W4377993305 cites W2148121208 @default.
- W4377993305 cites W2891481822 @default.
- W4377993305 cites W2900713154 @default.
- W4377993305 cites W2947334153 @default.
- W4377993305 cites W2963648362 @default.
- W4377993305 cites W2995323118 @default.
- W4377993305 cites W3105179672 @default.
- W4377993305 cites W3118220620 @default.
- W4377993305 doi "https://doi.org/10.1007/978-3-031-27409-1_122" @default.
- W4377993305 hasPublicationYear "2023" @default.
- W4377993305 type Work @default.
- W4377993305 citedByCount "0" @default.
- W4377993305 crossrefType "book-chapter" @default.
- W4377993305 hasAuthorship W4377993305A5019572993 @default.
- W4377993305 hasAuthorship W4377993305A5038128954 @default.
- W4377993305 hasConcept C111472728 @default.
- W4377993305 hasConcept C119857082 @default.
- W4377993305 hasConcept C12267149 @default.
- W4377993305 hasConcept C124101348 @default.
- W4377993305 hasConcept C124304363 @default.
- W4377993305 hasConcept C126831891 @default.
- W4377993305 hasConcept C132525143 @default.
- W4377993305 hasConcept C138885662 @default.
- W4377993305 hasConcept C18903297 @default.
- W4377993305 hasConcept C35525427 @default.
- W4377993305 hasConcept C41008148 @default.
- W4377993305 hasConcept C739882 @default.
- W4377993305 hasConcept C80444323 @default.
- W4377993305 hasConcept C86803240 @default.
- W4377993305 hasConceptScore W4377993305C111472728 @default.
- W4377993305 hasConceptScore W4377993305C119857082 @default.
- W4377993305 hasConceptScore W4377993305C12267149 @default.
- W4377993305 hasConceptScore W4377993305C124101348 @default.
- W4377993305 hasConceptScore W4377993305C124304363 @default.
- W4377993305 hasConceptScore W4377993305C126831891 @default.
- W4377993305 hasConceptScore W4377993305C132525143 @default.
- W4377993305 hasConceptScore W4377993305C138885662 @default.
- W4377993305 hasConceptScore W4377993305C18903297 @default.
- W4377993305 hasConceptScore W4377993305C35525427 @default.
- W4377993305 hasConceptScore W4377993305C41008148 @default.
- W4377993305 hasConceptScore W4377993305C739882 @default.
- W4377993305 hasConceptScore W4377993305C80444323 @default.
- W4377993305 hasConceptScore W4377993305C86803240 @default.
- W4377993305 hasLocation W43779933051 @default.
- W4377993305 hasOpenAccess W4377993305 @default.
- W4377993305 hasPrimaryLocation W43779933051 @default.
- W4377993305 hasRelatedWork W2032568277 @default.
- W4377993305 hasRelatedWork W2355809385 @default.
- W4377993305 hasRelatedWork W2363105058 @default.
- W4377993305 hasRelatedWork W2364419519 @default.
- W4377993305 hasRelatedWork W2531160404 @default.
- W4377993305 hasRelatedWork W2771633073 @default.
- W4377993305 hasRelatedWork W2798481441 @default.
- W4377993305 hasRelatedWork W2890805529 @default.
- W4377993305 hasRelatedWork W6091113 @default.
- W4377993305 hasRelatedWork W16836940 @default.
- W4377993305 isParatext "false" @default.
- W4377993305 isRetracted "false" @default.
- W4377993305 workType "book-chapter" @default.