FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4319312581> ?p ?o ?g. }

• W4319312581 endingPage "1269" @default.
• W4319312581 startingPage "1253" @default.
• W4319312581 abstract "This paper presents a machine-learning method for detecting jamming UAVs and classifying nodes during jamming attacks on Wireless Sensor Networks (WSNs). Jamming is a type of Denial of Service (DoS) attack and intentional interference where a malicious node transmits a high-power signal to increase noise on the receiver side to disrupt the communication channel and reduce performance significantly. To defend and prevent such attacks, the first step is to detect them. The current detection approaches use centralized techniques to detect jamming, where each node collects information and forwards it to the base station. As a result, overhead and communication costs increased. In this work, we present a jamming attack and classify nodes into different categories based on their location to the jammer by employing a single node observer. As a result, we introduced a machine learning model that uses distance ratios and power received as features to detect such attacks. Furthermore, we considered several types of jammers transmitting at different power levels to evaluate the proposed metrics using MATLAB. With a detection accuracy of 99.7% for the k-nearest neighbors (KNN) algorithm and average testing accuracy of 99.9%, the presented solution is capable of efficiently and accurately detecting jamming attacks in wireless sensor networks." @default.
• W4319312581 created "2023-02-08" @default.
• W4319312581 creator A5056677106 @default.
• W4319312581 date "2023-01-01" @default.
• W4319312581 modified "2023-09-30" @default.
• W4319312581 title "Received Power Based Unmanned Aerial Vehicles (UAVs) Jamming Detection and Nodes Classification Using Machine Learning" @default.
• W4319312581 cites W2035793983 @default.
• W4319312581 cites W2122285088 @default.
• W4319312581 cites W2128623652 @default.
• W4319312581 cites W2327622231 @default.
• W4319312581 cites W2508764147 @default.
• W4319312581 cites W2509927496 @default.
• W4319312581 cites W2783406823 @default.
• W4319312581 cites W2784291237 @default.
• W4319312581 cites W2795927261 @default.
• W4319312581 cites W2796339674 @default.
• W4319312581 cites W2803807991 @default.
• W4319312581 cites W2804867869 @default.
• W4319312581 cites W2885371450 @default.
• W4319312581 cites W2962804513 @default.
• W4319312581 cites W2990239129 @default.
• W4319312581 cites W2994008524 @default.
• W4319312581 cites W3084953801 @default.
• W4319312581 cites W3091245962 @default.
• W4319312581 cites W3168732511 @default.
• W4319312581 cites W3216281720 @default.
• W4319312581 cites W4200562151 @default.
• W4319312581 cites W4210944412 @default.
• W4319312581 cites W4225275617 @default.
• W4319312581 cites W4280530097 @default.
• W4319312581 cites W4290043195 @default.
• W4319312581 cites W4292157874 @default.
• W4319312581 doi "https://doi.org/10.32604/cmc.2023.036111" @default.
• W4319312581 hasPublicationYear "2023" @default.
• W4319312581 type Work @default.
• W4319312581 citedByCount "0" @default.
• W4319312581 crossrefType "journal-article" @default.
• W4319312581 hasAuthorship W4319312581A5056677106 @default.
• W4319312581 hasBestOaLocation W43193125811 @default.
• W4319312581 hasConcept C108037233 @default.
• W4319312581 hasConcept C110875604 @default.
• W4319312581 hasConcept C111919701 @default.
• W4319312581 hasConcept C121332964 @default.
• W4319312581 hasConcept C127162648 @default.
• W4319312581 hasConcept C127413603 @default.
• W4319312581 hasConcept C136764020 @default.
• W4319312581 hasConcept C154945302 @default.
• W4319312581 hasConcept C24590314 @default.
• W4319312581 hasConcept C2779079576 @default.
• W4319312581 hasConcept C2779960059 @default.
• W4319312581 hasConcept C31258907 @default.
• W4319312581 hasConcept C38822068 @default.
• W4319312581 hasConcept C41008148 @default.
• W4319312581 hasConcept C555944384 @default.
• W4319312581 hasConcept C62611344 @default.
• W4319312581 hasConcept C66938386 @default.
• W4319312581 hasConcept C68649174 @default.
• W4319312581 hasConcept C76155785 @default.
• W4319312581 hasConcept C79403827 @default.
• W4319312581 hasConcept C97355855 @default.
• W4319312581 hasConceptScore W4319312581C108037233 @default.
• W4319312581 hasConceptScore W4319312581C110875604 @default.
• W4319312581 hasConceptScore W4319312581C111919701 @default.
• W4319312581 hasConceptScore W4319312581C121332964 @default.
• W4319312581 hasConceptScore W4319312581C127162648 @default.
• W4319312581 hasConceptScore W4319312581C127413603 @default.
• W4319312581 hasConceptScore W4319312581C136764020 @default.
• W4319312581 hasConceptScore W4319312581C154945302 @default.
• W4319312581 hasConceptScore W4319312581C24590314 @default.
• W4319312581 hasConceptScore W4319312581C2779079576 @default.
• W4319312581 hasConceptScore W4319312581C2779960059 @default.
• W4319312581 hasConceptScore W4319312581C31258907 @default.
• W4319312581 hasConceptScore W4319312581C38822068 @default.
• W4319312581 hasConceptScore W4319312581C41008148 @default.
• W4319312581 hasConceptScore W4319312581C555944384 @default.
• W4319312581 hasConceptScore W4319312581C62611344 @default.
• W4319312581 hasConceptScore W4319312581C66938386 @default.
• W4319312581 hasConceptScore W4319312581C68649174 @default.
• W4319312581 hasConceptScore W4319312581C76155785 @default.
• W4319312581 hasConceptScore W4319312581C79403827 @default.
• W4319312581 hasConceptScore W4319312581C97355855 @default.
• W4319312581 hasIssue "1" @default.
• W4319312581 hasLocation W43193125811 @default.
• W4319312581 hasOpenAccess W4319312581 @default.
• W4319312581 hasPrimaryLocation W43193125811 @default.
• W4319312581 hasRelatedWork W1649189587 @default.
• W4319312581 hasRelatedWork W1982740014 @default.
• W4319312581 hasRelatedWork W2008804290 @default.
• W4319312581 hasRelatedWork W2036518660 @default.
• W4319312581 hasRelatedWork W2052880505 @default.
• W4319312581 hasRelatedWork W2108390342 @default.
• W4319312581 hasRelatedWork W2129068897 @default.
• W4319312581 hasRelatedWork W2650132744 @default.
• W4319312581 hasRelatedWork W2907590359 @default.
• W4319312581 hasRelatedWork W3029174312 @default.
• W4319312581 hasVolume "75" @default.
• W4319312581 isParatext "false" @default.
• W4319312581 isRetracted "false" @default.

• next