Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281737502> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4281737502 abstract "Username, password, and biometrics are three-factor authentication for cybersecurity enhancement. Adding keystroke and mouse biometrics to authentication will definitely improves the cybersecurity. Keystroke dynamics refers to the process of measuring and assessing human’s typing rhythm on digital devices. Keystroke timing information such as digraph, dwell time and flight time are used in our experimental datasets. Mouse dynamics records mouse motion (speed), left-, right-, or double-clicking timing information. Our own dataset includes both types of dynamics from same group of subjects. We develop recurrent neural network (RNN) models and support vector machine (SVM) models to represent user’s biometrics. Keystroke and mouse dynamics can be used as features fed to the models separately for user verification or identification. Feature fusion is applied to improve the accuracy. Our results show the RNN method is better than traditional methods like SVM, and fusion can further improve the performance." @default.
- W4281737502 created "2022-06-13" @default.
- W4281737502 creator A5045337673 @default.
- W4281737502 creator A5051649145 @default.
- W4281737502 creator A5054631998 @default.
- W4281737502 creator A5055151897 @default.
- W4281737502 creator A5084234380 @default.
- W4281737502 date "2022-05-27" @default.
- W4281737502 modified "2023-10-16" @default.
- W4281737502 title "Improving cybersecurity through deep learning on keystroke and mouse dynamics" @default.
- W4281737502 doi "https://doi.org/10.1117/12.2620104" @default.
- W4281737502 hasPublicationYear "2022" @default.
- W4281737502 type Work @default.
- W4281737502 citedByCount "0" @default.
- W4281737502 crossrefType "proceedings-article" @default.
- W4281737502 hasAuthorship W4281737502A5045337673 @default.
- W4281737502 hasAuthorship W4281737502A5051649145 @default.
- W4281737502 hasAuthorship W4281737502A5054631998 @default.
- W4281737502 hasAuthorship W4281737502A5055151897 @default.
- W4281737502 hasAuthorship W4281737502A5084234380 @default.
- W4281737502 hasConcept C109297577 @default.
- W4281737502 hasConcept C111919701 @default.
- W4281737502 hasConcept C116834253 @default.
- W4281737502 hasConcept C119857082 @default.
- W4281737502 hasConcept C12267149 @default.
- W4281737502 hasConcept C124101348 @default.
- W4281737502 hasConcept C138885662 @default.
- W4281737502 hasConcept C147168706 @default.
- W4281737502 hasConcept C148417208 @default.
- W4281737502 hasConcept C154945302 @default.
- W4281737502 hasConcept C161615301 @default.
- W4281737502 hasConcept C184297639 @default.
- W4281737502 hasConcept C2776401178 @default.
- W4281737502 hasConcept C38652104 @default.
- W4281737502 hasConcept C41008148 @default.
- W4281737502 hasConcept C41895202 @default.
- W4281737502 hasConcept C4957475 @default.
- W4281737502 hasConcept C50644808 @default.
- W4281737502 hasConcept C541664917 @default.
- W4281737502 hasConcept C59822182 @default.
- W4281737502 hasConcept C79540074 @default.
- W4281737502 hasConcept C86803240 @default.
- W4281737502 hasConcept C98045186 @default.
- W4281737502 hasConceptScore W4281737502C109297577 @default.
- W4281737502 hasConceptScore W4281737502C111919701 @default.
- W4281737502 hasConceptScore W4281737502C116834253 @default.
- W4281737502 hasConceptScore W4281737502C119857082 @default.
- W4281737502 hasConceptScore W4281737502C12267149 @default.
- W4281737502 hasConceptScore W4281737502C124101348 @default.
- W4281737502 hasConceptScore W4281737502C138885662 @default.
- W4281737502 hasConceptScore W4281737502C147168706 @default.
- W4281737502 hasConceptScore W4281737502C148417208 @default.
- W4281737502 hasConceptScore W4281737502C154945302 @default.
- W4281737502 hasConceptScore W4281737502C161615301 @default.
- W4281737502 hasConceptScore W4281737502C184297639 @default.
- W4281737502 hasConceptScore W4281737502C2776401178 @default.
- W4281737502 hasConceptScore W4281737502C38652104 @default.
- W4281737502 hasConceptScore W4281737502C41008148 @default.
- W4281737502 hasConceptScore W4281737502C41895202 @default.
- W4281737502 hasConceptScore W4281737502C4957475 @default.
- W4281737502 hasConceptScore W4281737502C50644808 @default.
- W4281737502 hasConceptScore W4281737502C541664917 @default.
- W4281737502 hasConceptScore W4281737502C59822182 @default.
- W4281737502 hasConceptScore W4281737502C79540074 @default.
- W4281737502 hasConceptScore W4281737502C86803240 @default.
- W4281737502 hasConceptScore W4281737502C98045186 @default.
- W4281737502 hasLocation W42817375021 @default.
- W4281737502 hasOpenAccess W4281737502 @default.
- W4281737502 hasPrimaryLocation W42817375021 @default.
- W4281737502 hasRelatedWork W10166270 @default.
- W4281737502 hasRelatedWork W10957646 @default.
- W4281737502 hasRelatedWork W11386500 @default.
- W4281737502 hasRelatedWork W14182254 @default.
- W4281737502 hasRelatedWork W1678066 @default.
- W4281737502 hasRelatedWork W2131697 @default.
- W4281737502 hasRelatedWork W2385227 @default.
- W4281737502 hasRelatedWork W728297 @default.
- W4281737502 hasRelatedWork W5026155 @default.
- W4281737502 hasRelatedWork W8458896 @default.
- W4281737502 isParatext "false" @default.
- W4281737502 isRetracted "false" @default.
- W4281737502 workType "article" @default.