Matches in SemOpenAlex for { <https://semopenalex.org/work/W3010820234> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W3010820234 abstract "Authentication systems have laid the foundation for validating and securing user's identity. Due to increasing vulnerabilities, the traditional methods like passwords, PINs, tokens etc. cannot keep up with the challenges. The behavioural biometrics like Keystroke dynamics is used to authenticate a legitimate user through typing patterns. In this paper, we propose a machine learning approach to develop an authentication system that provides more robust user identity information using keystroke dynamics biometrics. One-v/s-all classification is applied to 51 users of CMU dataset. For optimization, the SVM classifier is used along with Grid Search for parameter tuning. Grid Search satisfies the goal of choosing the best kernel parameter pair. Experimental evaluation in a heterogeneous environment yields a false acceptance rate (FAR) of 0.2% and a false rejection rate (FRR) of 10.24%. The graphical representation of the result is expressed through ROC (Receiver Operating Characteristic) curve which shows the increased reliability of the system for authentication purpose." @default.
- W3010820234 created "2020-03-23" @default.
- W3010820234 creator A5007200064 @default.
- W3010820234 creator A5044550888 @default.
- W3010820234 creator A5069783174 @default.
- W3010820234 creator A5078809573 @default.
- W3010820234 date "2019-11-01" @default.
- W3010820234 modified "2023-09-25" @default.
- W3010820234 title "One v/s All SVM Implementation for Keystroke based Authentication System" @default.
- W3010820234 cites W1584943908 @default.
- W3010820234 cites W1981157808 @default.
- W3010820234 cites W1983228467 @default.
- W3010820234 cites W2039420041 @default.
- W3010820234 cites W2060741466 @default.
- W3010820234 cites W2134988121 @default.
- W3010820234 cites W2158877422 @default.
- W3010820234 cites W2159333170 @default.
- W3010820234 cites W2577076311 @default.
- W3010820234 cites W2582443164 @default.
- W3010820234 cites W2909796392 @default.
- W3010820234 cites W2966524519 @default.
- W3010820234 doi "https://doi.org/10.1109/iscon47742.2019.9036203" @default.
- W3010820234 hasPublicationYear "2019" @default.
- W3010820234 type Work @default.
- W3010820234 sameAs 3010820234 @default.
- W3010820234 citedByCount "1" @default.
- W3010820234 countsByYear W30108202342022 @default.
- W3010820234 crossrefType "proceedings-article" @default.
- W3010820234 hasAuthorship W3010820234A5007200064 @default.
- W3010820234 hasAuthorship W3010820234A5044550888 @default.
- W3010820234 hasAuthorship W3010820234A5069783174 @default.
- W3010820234 hasAuthorship W3010820234A5078809573 @default.
- W3010820234 hasConcept C109297577 @default.
- W3010820234 hasConcept C12267149 @default.
- W3010820234 hasConcept C148417208 @default.
- W3010820234 hasConcept C154945302 @default.
- W3010820234 hasConcept C161615301 @default.
- W3010820234 hasConcept C38652104 @default.
- W3010820234 hasConcept C41008148 @default.
- W3010820234 hasConcept C4957475 @default.
- W3010820234 hasConcept C79540074 @default.
- W3010820234 hasConceptScore W3010820234C109297577 @default.
- W3010820234 hasConceptScore W3010820234C12267149 @default.
- W3010820234 hasConceptScore W3010820234C148417208 @default.
- W3010820234 hasConceptScore W3010820234C154945302 @default.
- W3010820234 hasConceptScore W3010820234C161615301 @default.
- W3010820234 hasConceptScore W3010820234C38652104 @default.
- W3010820234 hasConceptScore W3010820234C41008148 @default.
- W3010820234 hasConceptScore W3010820234C4957475 @default.
- W3010820234 hasConceptScore W3010820234C79540074 @default.
- W3010820234 hasLocation W30108202341 @default.
- W3010820234 hasOpenAccess W3010820234 @default.
- W3010820234 hasPrimaryLocation W30108202341 @default.
- W3010820234 hasRelatedWork W1559679353 @default.
- W3010820234 hasRelatedWork W179728782 @default.
- W3010820234 hasRelatedWork W2033950917 @default.
- W3010820234 hasRelatedWork W2103129630 @default.
- W3010820234 hasRelatedWork W2157245832 @default.
- W3010820234 hasRelatedWork W2181571666 @default.
- W3010820234 hasRelatedWork W2347918255 @default.
- W3010820234 hasRelatedWork W2744774028 @default.
- W3010820234 hasRelatedWork W2800080752 @default.
- W3010820234 hasRelatedWork W2973856262 @default.
- W3010820234 isParatext "false" @default.
- W3010820234 isRetracted "false" @default.
- W3010820234 magId "3010820234" @default.
- W3010820234 workType "article" @default.