Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304208155> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4304208155 abstract "Network attacks have become necessary in today’s time due to increased network traffic. To determine whether network traffic is normal or anomalous a supervised machine learning system is developed. A network intrusion detection system (IDS) is a must-have piece of a security system. This proposed study aims to discover new patterns automatically from substantial quantities of network data, reducing time manually compiling intrusion and normal behavior patterns. The best model in terms of detection success rate was discovered using a supervised learning algorithm and feature selection method. AdaBoost outperforms Neural Network, kNN, and Naive Bayes in supervised machine learning with feature selection in this study, with a detection accuracy of 100.00%, 99.30%, 91.60%, and 99.70%, respectively. The Network Intrusion Detection dataset is used to classify network intrusions to evaluate the study and it has also been used in past studies. On the other hand, the proposed model proved to be more effective than other studies in terms of intrusion detection. The proposed approach can be used in various fields, including finance, health, and transportation. Furthermore, additional parameter tuning could be added, and different feature selection techniques could be used to improve the performance of the classifiers." @default.
- W4304208155 created "2022-10-11" @default.
- W4304208155 creator A5049373504 @default.
- W4304208155 creator A5056963621 @default.
- W4304208155 creator A5077628213 @default.
- W4304208155 creator A5084852740 @default.
- W4304208155 creator A5091649219 @default.
- W4304208155 date "2022-08-26" @default.
- W4304208155 modified "2023-09-30" @default.
- W4304208155 title "Network Data Feature Selection in Detecting Network Intrusion using Supervised Machine Learning Techniques" @default.
- W4304208155 cites W1988422089 @default.
- W4304208155 cites W2022050244 @default.
- W4304208155 cites W2064806155 @default.
- W4304208155 cites W2076659036 @default.
- W4304208155 cites W2097470841 @default.
- W4304208155 cites W2112442574 @default.
- W4304208155 cites W2131970275 @default.
- W4304208155 cites W2150755264 @default.
- W4304208155 cites W2172261901 @default.
- W4304208155 cites W2560409234 @default.
- W4304208155 cites W2728454403 @default.
- W4304208155 cites W2790738558 @default.
- W4304208155 cites W2900104313 @default.
- W4304208155 cites W2919868916 @default.
- W4304208155 cites W2965343132 @default.
- W4304208155 cites W2990202525 @default.
- W4304208155 cites W3007520397 @default.
- W4304208155 cites W3016804585 @default.
- W4304208155 cites W3094396156 @default.
- W4304208155 cites W3095405524 @default.
- W4304208155 cites W3189378682 @default.
- W4304208155 cites W3202673576 @default.
- W4304208155 cites W3216660879 @default.
- W4304208155 cites W4221100201 @default.
- W4304208155 doi "https://doi.org/10.1109/asiancon55314.2022.9909208" @default.
- W4304208155 hasPublicationYear "2022" @default.
- W4304208155 type Work @default.
- W4304208155 citedByCount "0" @default.
- W4304208155 crossrefType "proceedings-article" @default.
- W4304208155 hasAuthorship W4304208155A5049373504 @default.
- W4304208155 hasAuthorship W4304208155A5056963621 @default.
- W4304208155 hasAuthorship W4304208155A5077628213 @default.
- W4304208155 hasAuthorship W4304208155A5084852740 @default.
- W4304208155 hasAuthorship W4304208155A5091649219 @default.
- W4304208155 hasConcept C111919701 @default.
- W4304208155 hasConcept C119857082 @default.
- W4304208155 hasConcept C12267149 @default.
- W4304208155 hasConcept C124101348 @default.
- W4304208155 hasConcept C136389625 @default.
- W4304208155 hasConcept C138885662 @default.
- W4304208155 hasConcept C141404830 @default.
- W4304208155 hasConcept C148483581 @default.
- W4304208155 hasConcept C153180895 @default.
- W4304208155 hasConcept C154945302 @default.
- W4304208155 hasConcept C182590292 @default.
- W4304208155 hasConcept C2776401178 @default.
- W4304208155 hasConcept C35525427 @default.
- W4304208155 hasConcept C41008148 @default.
- W4304208155 hasConcept C41895202 @default.
- W4304208155 hasConcept C50644808 @default.
- W4304208155 hasConcept C52001869 @default.
- W4304208155 hasConcept C81917197 @default.
- W4304208155 hasConceptScore W4304208155C111919701 @default.
- W4304208155 hasConceptScore W4304208155C119857082 @default.
- W4304208155 hasConceptScore W4304208155C12267149 @default.
- W4304208155 hasConceptScore W4304208155C124101348 @default.
- W4304208155 hasConceptScore W4304208155C136389625 @default.
- W4304208155 hasConceptScore W4304208155C138885662 @default.
- W4304208155 hasConceptScore W4304208155C141404830 @default.
- W4304208155 hasConceptScore W4304208155C148483581 @default.
- W4304208155 hasConceptScore W4304208155C153180895 @default.
- W4304208155 hasConceptScore W4304208155C154945302 @default.
- W4304208155 hasConceptScore W4304208155C182590292 @default.
- W4304208155 hasConceptScore W4304208155C2776401178 @default.
- W4304208155 hasConceptScore W4304208155C35525427 @default.
- W4304208155 hasConceptScore W4304208155C41008148 @default.
- W4304208155 hasConceptScore W4304208155C41895202 @default.
- W4304208155 hasConceptScore W4304208155C50644808 @default.
- W4304208155 hasConceptScore W4304208155C52001869 @default.
- W4304208155 hasConceptScore W4304208155C81917197 @default.
- W4304208155 hasLocation W43042081551 @default.
- W4304208155 hasOpenAccess W4304208155 @default.
- W4304208155 hasPrimaryLocation W43042081551 @default.
- W4304208155 hasRelatedWork W2133851285 @default.
- W4304208155 hasRelatedWork W2164795173 @default.
- W4304208155 hasRelatedWork W2181623654 @default.
- W4304208155 hasRelatedWork W2965343132 @default.
- W4304208155 hasRelatedWork W3105251098 @default.
- W4304208155 hasRelatedWork W3113446920 @default.
- W4304208155 hasRelatedWork W3210877509 @default.
- W4304208155 hasRelatedWork W4226324856 @default.
- W4304208155 hasRelatedWork W4293094158 @default.
- W4304208155 hasRelatedWork W4313463492 @default.
- W4304208155 isParatext "false" @default.
- W4304208155 isRetracted "false" @default.
- W4304208155 workType "article" @default.