Browsing CERCA by Author "Dave, Rushit"
Now showing items 1-11 of 11
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Behavioral Biometrics Based User Authentication Schemes Using Machine Learning
Mallet, Jacob; Pryor, Laura (2022-04)In recent years, the amount of secure information being stored on mobile devices has grown exponentially. However, current security schemas for mobile devices such as physiological biometrics and passwords are not secure ... -
Canvas 2.0 : For Students, By Students
Menter, Zachary; Bolka, Karen; Petry, Collin; Scamehorn, Stuart (2022-04)Canvas 2.0 is a homework planner/organization application that uses data from the university’s Canvas system to help students keep track of their assignments in one simple, organized space. Canvas 2.0 shares some similarities ... -
Canvas 2.0 : Implementation
Scamehorn, Stewart; Petry, Collin; Menter, Zachary; Bolka, Karen (2022-04)This project is the second part of a larger project, following up on feedback from students on what they would like to see in an updated Canvas application. The two projects worked on based on feedback were a grade calculator ... -
Classification of Independent Medical Examination Reports Using Supervised Learning Methods
Pearson, Cole; Seliya, Naeem (2022-04)An independent medical examination (IME) is requested by an insurance provider or self-insured employer to determine the extent of an injured worker’s disability, including if the injury or ailment is permanent or ... -
Continuous, Dynamic User Authentication Using Mobile Touch Dynamics Based on Machine Learning
DeRidder, Zach; Pelto, Brendan; Dave, Rushit (2022-04)Modern user authentication measures on mobile devices often include biometric authentication (facial and fingerprint), multi-factor authentication, and password entry as ways of authenticating users. These authentication ... -
Custom Smartwatch from Open-Source Design: Multi-Application Wifi and Bluetooth-Enabled Smartwatch Built from TTGO T-Display Development Board
Keith, Spencer; Dave, Rushit (2022-04)The purpose of this project was to build a custom smart watch from an open-source design. Through this project, I was able to construct an affordable and fully programmable and customizable smart watch with WiFi and Bluetooth ... -
Exploration and Analysis of Psychology Research Based on Machine Learning and Deep Learning
Sargeant, Kyle (2022-04)The scope of this study is to highlight how artificial intelligence has been applied to the field of psychology. In particular, how machine learning and deep learning technologies have been used to predict developmental ... -
Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication
Kokal, Sara; Pryor, Laura; Dave, Rushit (2022)Today’s research finds that behavioral biometrics, a method that makes a decision based on the user’s behaviors, can provide a secure authentication method for mobile devices. This presentation will provide a review on the ... -
Human Activity Recognition : Models Using Limited Consumer Device Sensors and Machine Learning Aims Research
Tee, Wei Zhong (2022-04)Human activity recognition has grown in popularity significantly with daily lifestyle or medical related applications. Data collection is limited to easily accessible devices: smartphones and smartwatches. Eliminate the ... -
Integrating Data Mining Methods Across All Domains of a Smart City : A Comprehensive Survey of Existing Research
Xu, Nuo; Arneberg, Simon P.; Dave, Rushit (2022-04)As modern cities continue to develop, smart devices are being used to improve citizens’ lives. As these devices become more sophisticated, the amount of information that they collect increases. A Smart City is a city that ... -
Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication
Siddiqui, Nyle (2022-04)Static authentication methods, like passwords and PINs, authenticate a user once and only once. Continually authenticating a user even after initial access can drastically increase account security against imposters. Unique ...