FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1507431306> ?p ?o ?g. }

• W1507431306 abstract "During the last few eras, evolutionary algorithms have been adopted to tackle cyber-terrorism. Among them, genetic algorithms and genetic programming were popular choices. Recently, it has been shown that differential evolution was more successful in solving a wide range of optimization problems. However, a very limited number of research studies have been conducted for intrusion detection using differential evolution. In this paper, we will adapt differential evolution algorithm for anomaly detection, along with proposing a new fitness function to measure the quality of each individual in the population. The proposed method is trained and tested on the 10%KDD99 cup data and compared against existing methodologies. The results show the effectiveness of using differential evolution in detecting anomalies by achieving an average true positive rate of 100%, while the average false positive rate is only 0.582%." @default.
• W1507431306 created "2016-06-24" @default.
• W1507431306 creator A5027440671 @default.
• W1507431306 creator A5062854609 @default.
• W1507431306 creator A5063874940 @default.
• W1507431306 date "2015-05-01" @default.
• W1507431306 modified "2023-09-26" @default.
• W1507431306 title "Evaluating the performance of a differential evolution algorithm in anomaly detection" @default.
• W1507431306 cites W1495172800 @default.
• W1507431306 cites W1499362511 @default.
• W1507431306 cites W1552224912 @default.
• W1507431306 cites W1574607003 @default.
• W1507431306 cites W1832126028 @default.
• W1507431306 cites W2015401767 @default.
• W1507431306 cites W2026547913 @default.
• W1507431306 cites W2035175061 @default.
• W1507431306 cites W2045476276 @default.
• W1507431306 cites W2075002806 @default.
• W1507431306 cites W2078408680 @default.
• W1507431306 cites W2080195234 @default.
• W1507431306 cites W2081707439 @default.
• W1507431306 cites W2085305295 @default.
• W1507431306 cites W2096723957 @default.
• W1507431306 cites W2103806672 @default.
• W1507431306 cites W2117631199 @default.
• W1507431306 cites W2123387822 @default.
• W1507431306 cites W2127130980 @default.
• W1507431306 cites W2137107348 @default.
• W1507431306 cites W2137340504 @default.
• W1507431306 cites W2140519269 @default.
• W1507431306 cites W2155529731 @default.
• W1507431306 cites W2156194072 @default.
• W1507431306 cites W2162864159 @default.
• W1507431306 cites W2166199068 @default.
• W1507431306 cites W2538556364 @default.
• W1507431306 cites W4301173492 @default.
• W1507431306 doi "https://doi.org/10.1109/cec.2015.7257194" @default.
• W1507431306 hasPublicationYear "2015" @default.
• W1507431306 type Work @default.
• W1507431306 sameAs 1507431306 @default.
• W1507431306 citedByCount "10" @default.
• W1507431306 countsByYear W15074313062016 @default.
• W1507431306 countsByYear W15074313062018 @default.
• W1507431306 countsByYear W15074313062019 @default.
• W1507431306 countsByYear W15074313062020 @default.
• W1507431306 countsByYear W15074313062021 @default.
• W1507431306 countsByYear W15074313062022 @default.
• W1507431306 crossrefType "proceedings-article" @default.
• W1507431306 hasAuthorship W1507431306A5027440671 @default.
• W1507431306 hasAuthorship W1507431306A5062854609 @default.
• W1507431306 hasAuthorship W1507431306A5063874940 @default.
• W1507431306 hasConcept C105902424 @default.
• W1507431306 hasConcept C110332635 @default.
• W1507431306 hasConcept C11413529 @default.
• W1507431306 hasConcept C119857082 @default.
• W1507431306 hasConcept C121332964 @default.
• W1507431306 hasConcept C124101348 @default.
• W1507431306 hasConcept C126255220 @default.
• W1507431306 hasConcept C127413603 @default.
• W1507431306 hasConcept C12997251 @default.
• W1507431306 hasConcept C144024400 @default.
• W1507431306 hasConcept C146978453 @default.
• W1507431306 hasConcept C149923435 @default.
• W1507431306 hasConcept C154945302 @default.
• W1507431306 hasConcept C159149176 @default.
• W1507431306 hasConcept C176066374 @default.
• W1507431306 hasConcept C204323151 @default.
• W1507431306 hasConcept C26873012 @default.
• W1507431306 hasConcept C2780009758 @default.
• W1507431306 hasConcept C2908647359 @default.
• W1507431306 hasConcept C33923547 @default.
• W1507431306 hasConcept C35525427 @default.
• W1507431306 hasConcept C41008148 @default.
• W1507431306 hasConcept C739882 @default.
• W1507431306 hasConcept C74750220 @default.
• W1507431306 hasConcept C8880873 @default.
• W1507431306 hasConcept C93226319 @default.
• W1507431306 hasConcept C95922358 @default.
• W1507431306 hasConceptScore W1507431306C105902424 @default.
• W1507431306 hasConceptScore W1507431306C110332635 @default.
• W1507431306 hasConceptScore W1507431306C11413529 @default.
• W1507431306 hasConceptScore W1507431306C119857082 @default.
• W1507431306 hasConceptScore W1507431306C121332964 @default.
• W1507431306 hasConceptScore W1507431306C124101348 @default.
• W1507431306 hasConceptScore W1507431306C126255220 @default.
• W1507431306 hasConceptScore W1507431306C127413603 @default.
• W1507431306 hasConceptScore W1507431306C12997251 @default.
• W1507431306 hasConceptScore W1507431306C144024400 @default.
• W1507431306 hasConceptScore W1507431306C146978453 @default.
• W1507431306 hasConceptScore W1507431306C149923435 @default.
• W1507431306 hasConceptScore W1507431306C154945302 @default.
• W1507431306 hasConceptScore W1507431306C159149176 @default.
• W1507431306 hasConceptScore W1507431306C176066374 @default.
• W1507431306 hasConceptScore W1507431306C204323151 @default.
• W1507431306 hasConceptScore W1507431306C26873012 @default.
• W1507431306 hasConceptScore W1507431306C2780009758 @default.
• W1507431306 hasConceptScore W1507431306C2908647359 @default.
• W1507431306 hasConceptScore W1507431306C33923547 @default.
• W1507431306 hasConceptScore W1507431306C35525427 @default.
• W1507431306 hasConceptScore W1507431306C41008148 @default.

• next