Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313444357> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4313444357 endingPage "900" @default.
- W4313444357 startingPage "889" @default.
- W4313444357 abstract "Software Defined Networks (SDN) and Internet of Things (IoT) are the two emerging fields and due to their ability to provide ease in accessing the information for managing devices, they are getting popularity. At one end where IoT enables the use of different devices to capture the data from many real time environments, the SDN at other end enables the use of heterogeneous devices to manage the network. When both are combined together, they give an environment where multiple devices can be used remotely and can be managed centrally. Despite providing these advantages, there are some vulnerabilities at the dataplane of the SDN-based IoT where multiple attacks are possible which can choke the communication between IoT devices and SDN controller and thus hindrances can be created. Distributed Denial of Service (DDoS) attack is one such attack among others. To counter this attack, an intelligent data plane must be deployed which can detect such attacks in live environment and can mitigate them with the help of control plane. To achieve this goal, in this work a stacking hybrid classifier-based framework has been used which is using Support Vector Machine and K-Nearest Neighbor at level 0 and LogisticRegression at level 1. To check the performance of stack of hybrid classifier, NSL-KDD dataset is used for the detection of the DDoS attack. Using the stack of hybrid classifier, the accuracy, precision, recall and F1-Value are higher than that if the classifiers are used individually." @default.
- W4313444357 created "2023-01-06" @default.
- W4313444357 creator A5022401153 @default.
- W4313444357 creator A5060888780 @default.
- W4313444357 date "2023-01-01" @default.
- W4313444357 modified "2023-09-23" @default.
- W4313444357 title "A Framework for DDoS Attack Detection in SDN-Based IoT Using Hybrid Classifier" @default.
- W4313444357 cites W1981399499 @default.
- W4313444357 cites W2017524370 @default.
- W4313444357 cites W2111619626 @default.
- W4313444357 cites W2119821739 @default.
- W4313444357 cites W2218519206 @default.
- W4313444357 cites W2763698365 @default.
- W4313444357 cites W2771524937 @default.
- W4313444357 cites W2775132284 @default.
- W4313444357 cites W2783222670 @default.
- W4313444357 cites W2799843691 @default.
- W4313444357 cites W2804113891 @default.
- W4313444357 cites W2805557887 @default.
- W4313444357 cites W2889592383 @default.
- W4313444357 cites W2895303784 @default.
- W4313444357 cites W2895554217 @default.
- W4313444357 cites W2904333952 @default.
- W4313444357 cites W2911803790 @default.
- W4313444357 cites W2912370732 @default.
- W4313444357 cites W2958285686 @default.
- W4313444357 cites W2973221236 @default.
- W4313444357 cites W2998008813 @default.
- W4313444357 cites W3002193070 @default.
- W4313444357 cites W3004079980 @default.
- W4313444357 cites W3005065054 @default.
- W4313444357 cites W3008535060 @default.
- W4313444357 cites W3036517673 @default.
- W4313444357 cites W3039354370 @default.
- W4313444357 cites W3040922540 @default.
- W4313444357 cites W3083616926 @default.
- W4313444357 cites W3098576337 @default.
- W4313444357 cites W3111941067 @default.
- W4313444357 cites W3161094975 @default.
- W4313444357 cites W4241129896 @default.
- W4313444357 doi "https://doi.org/10.1007/978-981-19-5868-7_67" @default.
- W4313444357 hasPublicationYear "2023" @default.
- W4313444357 type Work @default.
- W4313444357 citedByCount "1" @default.
- W4313444357 countsByYear W43134443572023 @default.
- W4313444357 crossrefType "book-chapter" @default.
- W4313444357 hasAuthorship W4313444357A5022401153 @default.
- W4313444357 hasAuthorship W4313444357A5060888780 @default.
- W4313444357 hasConcept C10597312 @default.
- W4313444357 hasConcept C110875604 @default.
- W4313444357 hasConcept C111919701 @default.
- W4313444357 hasConcept C119857082 @default.
- W4313444357 hasConcept C12267149 @default.
- W4313444357 hasConcept C124101348 @default.
- W4313444357 hasConcept C154945302 @default.
- W4313444357 hasConcept C158379750 @default.
- W4313444357 hasConcept C31258907 @default.
- W4313444357 hasConcept C35525427 @default.
- W4313444357 hasConcept C38652104 @default.
- W4313444357 hasConcept C38822068 @default.
- W4313444357 hasConcept C41008148 @default.
- W4313444357 hasConcept C77270119 @default.
- W4313444357 hasConcept C95623464 @default.
- W4313444357 hasConceptScore W4313444357C10597312 @default.
- W4313444357 hasConceptScore W4313444357C110875604 @default.
- W4313444357 hasConceptScore W4313444357C111919701 @default.
- W4313444357 hasConceptScore W4313444357C119857082 @default.
- W4313444357 hasConceptScore W4313444357C12267149 @default.
- W4313444357 hasConceptScore W4313444357C124101348 @default.
- W4313444357 hasConceptScore W4313444357C154945302 @default.
- W4313444357 hasConceptScore W4313444357C158379750 @default.
- W4313444357 hasConceptScore W4313444357C31258907 @default.
- W4313444357 hasConceptScore W4313444357C35525427 @default.
- W4313444357 hasConceptScore W4313444357C38652104 @default.
- W4313444357 hasConceptScore W4313444357C38822068 @default.
- W4313444357 hasConceptScore W4313444357C41008148 @default.
- W4313444357 hasConceptScore W4313444357C77270119 @default.
- W4313444357 hasConceptScore W4313444357C95623464 @default.
- W4313444357 hasLocation W43134443571 @default.
- W4313444357 hasOpenAccess W4313444357 @default.
- W4313444357 hasPrimaryLocation W43134443571 @default.
- W4313444357 hasRelatedWork W2996859248 @default.
- W4313444357 hasRelatedWork W3002201519 @default.
- W4313444357 hasRelatedWork W3041390469 @default.
- W4313444357 hasRelatedWork W3043172660 @default.
- W4313444357 hasRelatedWork W3144411758 @default.
- W4313444357 hasRelatedWork W4311910673 @default.
- W4313444357 hasRelatedWork W4327767769 @default.
- W4313444357 hasRelatedWork W4386025035 @default.
- W4313444357 hasRelatedWork W777224140 @default.
- W4313444357 hasRelatedWork W3103015763 @default.
- W4313444357 isParatext "false" @default.
- W4313444357 isRetracted "false" @default.
- W4313444357 workType "book-chapter" @default.