[PDF] Top 20 User Authentication by Keystroke Dynamics Using Machine Learning Algorithms
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User Authentication by Keystroke Dynamics Using Machine Learning Algorithms
... Accuracy is calculated with the help of cross validation using confusion matrix. Confusion matrix is a table that is often used to describe the performance of a classification model on a set of test data. There ... See full document
8
Probabilistic Neural Network for User Authentication Based on Keystroke Dynamics
... password user authentication is widely used to authenticate legitimate user, but this method has many loopholes such as password sharing, brute force attack, di ctionary attack and ...password ... See full document
8
Keystroke Dynamics Approach for User Authentication
... User authentication is an important part of the problems related to computer and system security ...a user or ...of authentication by identifying the living individual's physiological or ... See full document
5
Multi-Level User Authentication via Keystroke Dynamics
... static keystroke dynamics, less work has been done on free-text (continuous) keystroke ...the user behavior based on the encoded sets of monographs and ...when user sign-up in the ... See full document
7
Keystroke Dynamics Based Authentication Using Possibilistic Renyi Entropy Features and Composite Fuzzy Classifier
... online user authentication but most of them are af- flicted with some ...for user au- thentication is easy to be forged using brute force ...for authentication get lost or easily ... See full document
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A Survey on Keystroke Dynamics Based Authentication System
... the keystroke dynamics, we face many types of error and problems in user ...static authentication method where we found the selective data or information is described the user ...this ... See full document
5
Active Authentication using Keystroke Sound
... Biometric authentication verifies the identity of a user by their physical ...a user when using the keyboard and ...continuous authentication system. Keystroke dynamics ... See full document
5
A Novel Biometric Authentication System using Keystroke Dynamics and Optimized Multilayer Perceptron Neural Network
... each user training set consist of 25 password ...dynamic keystroke properties had been implemented, and its report indicates that the technique had FRR of ...This authentication method utilized the ... See full document
8
A Survey of behavioral authentication using keystroke dynamics: Touch screens and mobile devices
... efficient authentication system to secure data. User authentication is mostly done using ...Additional authentication procedure is needed to enhance password ...security. ... See full document
13
Bring Your Own Device: Security Challenges and A theoretical Framework for Two-Factor Authentication
... of keystroke dynamics for mobile ...of using keystroke dynamics as a means of enhancing subscriber authentication on mobile ...the user during their normal handset ...for ... See full document
12
USER AUTHENTİCATİON USİNG ADVANCED KEYSTROKE ANALYSİS
... efficient user authentication with keystroke dynamics using non-fixed text of various ...Internet using browser-based WWW application and on local machines using dedicated ... See full document
10
Investigating the Effectiveness of Arabic Language for Free-text Keystroke Dynamics Authentication
... This paper extends the previous studies by investigating Arabic language input for free-text keystroke dynamic user authentication. In particular, three features were examined in this paper: ... See full document
7
Euler Movement Firefly Algorithm and Fuzzy Kernel Support Vector Machine Classifier for Keystroke Authentication
... Abstract: User authentication can be successfully employed using keyboard typing patterns which is a form of behavioural ...static authentication which refers to typing of fixed texts like ... See full document
8
User Authentication on Smartphones via Biometrics using Keystroke Dynamic
... and keystroke dynamics based authentication (KDA) systems combine password knowledge with typing characteristics to enhance the security of password authentication ... See full document
6
Identifying Security Evaluation of Pattern Classifiers Under attack
... systems machine learning algorithms are used to perform security-related applications like biometric authentication, network intrusion detection, and spam filtering, to distinguish between a ... See full document
6
Biometric Authentication of Age and Gender prediction using GREYC Keystroke Dynamics Dataset
... Keystroke dynamics allows to authenticate individuals through their way of typing on a computer ...secret keystroke dynamics (all the users type the same ...passphrases authentication ... See full document
9
Identification of User Behavioural Biometrics for Authentication using Keystroke Dynamics and Machine Learning
... The authentication is based on keystroke dynam- ics, which captures the users behavioral biometric and applies machine learning concepts to classify ...vector machine classifier uses ... See full document
87
Keystroke Dynamics Based Authentication As A Service
... the user, they have used RMR feature selection to increase the classification performance ...vector machine classifier and multi class classification with one ...for user verification based on ... See full document
5
Virtual Personal Trainer using Microsoft Kinect and Machine Learning
... classifiers, using the two available versions of Kinect ...the user performed and the ideal gestures is analyzed by using 2 machine learning algorithms which are Dynamic Time ... See full document
6
Keystroke dynamic authentication in mobile cloud computing
... Biometric authentication is applied to recognize the characteristics of an input sample compare with a template, employ in cases to identify specific people by particular ...performs authentication based on ... See full document
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