54 citations · 104 across the 7 of their papers we have counts for
7 papers
Continuous User Authentication Using Machine Learning and Multi-Finger Mobile Touch Dynamics with a Novel Dataset
Zachary Deridder, Nyle Siddiqui, Thomas Reither +4
As technology grows and evolves rapidly, it is increasingly clear that mobile devices are more commonly used for sensitive matters than ever before. A need to authenticate users co…
Mitigating Presentation Attack using DCGAN and Deep CNN
Nyle Siddiqui, Rushit Dave
Biometric based authentication is currently playing an essential role over conventional authentication system; however, the risk of presentation attacks subsequently rising. Our re…
Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication
Nyle Siddiqui, Rushit Dave, Naeem Seliya +1
Static authentication methods, like passwords, grow increasingly weak with advancements in technology and attack strategies. Continuous authentication has been proposed as a soluti…
A Robust Framework for Deep Learning Approaches to Facial Emotion Recognition and Evaluation
Nyle Siddiqui, Rushit Dave, Tyler Bauer +3
Facial emotion recognition is a vast and complex problem space within the domain of computer vision and thus requires a universally accepted baseline method with which to evaluate…
The Benefits of Edge Computing in Healthcare, Smart Cities, and IoT
Rushit Dave, Naeem Seliya, Nyle Siddiqui
Recent advancements in technology now allow for the generation of massive quantities of data. There is a growing need to transmit this data faster and more securely such that it ca…
Continuous Authentication Using Mouse Movements, Machine Learning, and Minecraft
Nyle Siddiqui, Rushit Dave, Naeem Seliya
Mouse dynamics has grown in popularity as a novel irreproducible behavioral biometric. Datasets which contain general unrestricted mouse movements from users are sparse in the curr…
A Modern Analysis of Aging Machine Learning Based IoT Cybersecurity Methods
Sam Strecker, Rushit Dave, Nyle Siddiqui +1
Modern scientific advancements often contribute to the introduction and refinement of never-before-seen technologies. This can be quite the task for humans to maintain and monitor…