Rushit Dave

According to our database, Rushit Dave authored at least 32 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Your device may know you better than you know yourself - continuous authentication on novel dataset using machine learning.

Pedro Gomes do Nascimento, Pidge Witiak, Tucker MacCallum, Zachary Winterfeldt, Rushit Dave

CoRR, 2024

From Clicks to Security: Investigating Continuous Authentication via Mouse Dynamics.

Rushit Dave, Marcho Handoko, Ali Rashid, Cole Schoenbauer

CoRR, 2024

2023

Deep Learning and Machine Learning, Better Together Than Apart: A Review on Biometrics Mobile Authentication.

Sara Kokal, Mounika Vanamala, Rushit Dave

J. Cybersecur. Priv., June, 2023

Recent Advancements In The Field Of Deepfake Detection.

Natalie Krueger, Mounika Vanamala, Rushit Dave

CoRR, 2023

Your Identity is Your Behavior - Continuous User Authentication based on Machine Learning and Touch Dynamics.

Brendan Pelto, Mounika Vanamala, Rushit Dave

CoRR, 2023

Hybrid Deepfake Detection Utilizing MLP and LSTM.

Jacob Mallet, Natalie Krueger, Mounika Vanamala, Rushit Dave

CoRR, 2023

Machine Learning Based Approach to Recommend MITRE ATT&CK Framework for Software Requirements and Design Specifications.

Nicholas Lasky, Benjamin Hallis, Mounika Vanamala, Rushit Dave, Jim Seliya

CoRR, 2023

Leveraging Deep Learning Approaches for Deepfake Detection: A Review.

Aniruddha Tiwari, Rushit Dave, Mounika Vanamala

Proceedings of the ISMSI 2023: Proceedings of the 7th International Conference on Intelligent Systems, 2023

Deepfake Detection Analyzing Hybrid Dataset Utilizing CNN and SVM.

Jacob Mallet, Laura Pryor, Rushit Dave, Mounika Vanamala

Proceedings of the ISMSI 2023: Proceedings of the 7th International Conference on Intelligent Systems, 2023

2022

Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication.

Nyle Siddiqui, Rushit Dave, Mounika Vanamala, Naeem Seliya

Mach. Learn. Knowl. Extr., 2022

Continuous User Authentication Using Machine Learning and Multi-Finger Mobile Touch Dynamics with a Novel Dataset.

Zachary Deridder, Nyle Siddiqui, Thomas Reither, Rushit Dave, Brendan Pelto, Naeem Seliya, Mounika Vanamala

CoRR, 2022

Using Deep Learning to Detecting Deepfakes.

Jacob Mallet, Rushit Dave, Naeem Seliya, Mounika Vanamala

CoRR, 2022

Mitigating Presentation Attack using DCGAN and Deep CNN.

Nyle Siddiqui, Rushit Dave

CoRR, 2022

Evaluation of a User Authentication Schema Using Behavioral Biometrics and Machine Learning.

Laura Pryor, Jacob Mallet, Rushit Dave, Naeem Seliya, Mounika Vanamala, Evelyn R. Sowells Boone

CoRR, 2022

A Close Look into Human Activity Recognition Models using Deep Learning.

Wei Zhong Tee, Rushit Dave, Naeem Seliya, Mounika Vanamala

CoRR, 2022

Application of Machine Learning-Based Pattern Recognition in IoT Devices: Review.

Zachary Menter, Wei Tee, Rushit Dave

CoRR, 2022

Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication.

Sara Kokal, Laura Pryor, Rushit Dave

Proceedings of the ICCTA 2022: 8th International Conference on Computer Technology Applications, Kapfenberg, Austria, May 12, 2022

A Close Look into Human Activity Recognition Models using Deep Learning.

Wei Zhong Tee, Rushit Dave, Jim Seliya, Mounika Vanamala

Proceedings of the 3rd International Conference on Computing, 2022

Human Activity Recognition models using Limited Consumer Device Sensors and Machine Learning.

Wei Zhong Tee, Rushit Dave, Naeem Seliya, Mounika Vanamala

Proceedings of the Asia Conference on Algorithms, Computing and Machine Learning, 2022

A Robust Framework for Deep Learning Approaches to Facial Emotion Recognition and Evaluation.

Nyle Siddiqui, Thomas Reither, Rushit Dave, Dylan Black, Tyler Bauer, Mitchell Hanson

Proceedings of the Asia Conference on Algorithms, Computing and Machine Learning, 2022

Hold On and Swipe: A Touch-Movement Based Continuous Authentication Schema based on Machine Learning.

Jacob Mallet, Laura Pryor, Rushit Dave, Naeem Seliya, Mounika Vanamala, Evelyn R. Sowells Boone

Proceedings of the Asia Conference on Algorithms, Computing and Machine Learning, 2022

2021

Applications of Recurrent Neural Network for Biometric Authentication & Anomaly Detection.

Joseph M. Ackerson, Rushit Dave, Naeem Seliya

Inf., 2021

The Benefits of Edge Computing in Healthcare, Smart Cities, and IoT.

Rushit Dave, Naeem Seliya, Nyle Siddiqui

CoRR, 2021

Named Entity Recognition in Unstructured Medical Text Documents.

Cole Pearson, Naeem Seliya, Rushit Dave

CoRR, 2021

Continuous Authentication Using Mouse Movements, Machine Learning, and Minecraft.

Nyle Siddiqui, Rushit Dave, Naeem Seliya

CoRR, 2021

A Modern Analysis of Aging Machine Learning Based IoT Cybersecurity Methods.

Sam Strecker, Rushit Dave, Nyle Siddiqui, Naeem Seliya

CoRR, 2021

Machine Learning Algorithms In User Authentication Schemes.

Laura Pryor, Rushit Dave, Naeem Seliya, Evelyn R. Sowells Boone

CoRR, 2021

Applications of Recurrent Neural Network for Biometric Authentication & Anomaly Detection.

Joseph M. Ackerson, Rushit Dave, Jim Seliya

CoRR, 2021

IoT Security and Authentication schemes Based on Machine Learning: Review.

Rushit Dave

CoRR, 2021

Machine Learning: Challenges, Limitations, and Compatibility for Audio Restoration Processes.

Owen Casey, Rushit Dave, Naeem Seliya, Evelyn R. Sowells Boone

CoRR, 2021

2020

An Investigation of Biometric Authentication in the Healthcare Environment.

Janelle C. Mason, Rushit Dave, Prosenjit Chatterjee, Ieschecia Graham-Allen, Albert C. Esterline, Kaushik Roy

Array, 2020

2019

Touch-Based Active Cloud Authentication Using Traditional Machine Learning and LSTM on a Distributed Tensorflow Framework.

Dylan J. Gunn, Zhipeng Liu, Rushit Dave, Xiaohong Yuan, Kaushik Roy

Int. J. Comput. Intell. Appl., 2019