54 citations · 61 across the 4 of their papers we have counts for
4 papers
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…
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…