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ORCIDRushit Dave
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2020 – today
- 2024
[i27]Rushit Dave, Marcho Handoko, Ali Rashid, Cole Schoenbauer:
From Clicks to Security: Investigating Continuous Authentication via Mouse Dynamics. CoRR abs/2403.03828 (2024)- [i26]Pedro Gomes do Nascimento, Pidge Witiak, Tucker MacCallum, Zachary Winterfeldt, Rushit Dave:
Your device may know you better than you know yourself - continuous authentication on novel dataset using machine learning. CoRR abs/2403.03832 (2024) - 2023
- [j5]Sara Kokal, Mounika Vanamala, Rushit Dave:
Deep Learning and Machine Learning, Better Together Than Apart: A Review on Biometrics Mobile Authentication. J. Cybersecur. Priv. 3(2): 227-258 (2023) - [c7]Jacob Mallet
, Laura Pryor, Rushit Dave, Mounika Vanamala:
Deepfake Detection Analyzing Hybrid Dataset Utilizing CNN and SVM. ISMSI 2023: 7-11 - [c6]Aniruddha Tiwari, Rushit Dave, Mounika Vanamala:
Leveraging Deep Learning Approaches for Deepfake Detection: A Review. ISMSI 2023: 12-19 - [i25]Nicholas Lasky, Benjamin Hallis, Mounika Vanamala, Rushit Dave, Jim Seliya:
Machine Learning Based Approach to Recommend MITRE ATT&CK Framework for Software Requirements and Design Specifications. CoRR abs/2302.05530 (2023) - [i24]Jacob Mallet, Laura Pryor, Rushit Dave, Mounika Vanamala:
Deepfake Detection Analyzing Hybrid Dataset Utilizing CNN and SVM. CoRR abs/2302.10280 (2023) - [i23]Aniruddha Tiwari, Rushit Dave, Mounika Vanamala:
Leveraging Deep Learning Approaches for Deepfake Detection: A Review. CoRR abs/2304.01908 (2023) - [i22]Jacob Mallet, Natalie Krueger, Mounika Vanamala, Rushit Dave:
Hybrid Deepfake Detection Utilizing MLP and LSTM. CoRR abs/2304.14504 (2023) - [i21]Brendan Pelto, Mounika Vanamala, Rushit Dave:
Your Identity is Your Behavior - Continuous User Authentication based on Machine Learning and Touch Dynamics. CoRR abs/2305.09482 (2023) - [i20]Natalie Krueger, Mounika Vanamala, Rushit Dave:
Recent Advancements In The Field Of Deepfake Detection. CoRR abs/2308.05563 (2023) - 2022
- [j4]Nyle Siddiqui, Rushit Dave, Mounika Vanamala, Naeem Seliya:
Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication. Mach. Learn. Knowl. Extr. 4(2): 502-518 (2022) - [c5]Nyle Siddiqui, Thomas Reither, Rushit Dave, Dylan Black, Tyler Bauer, Mitchell Hanson:
A Robust Framework for Deep Learning Approaches to Facial Emotion Recognition and Evaluation. CACML 2022: 68-73 - [c4]Jacob Mallet, Laura Pryor, Rushit Dave, Naeem Seliya, Mounika Vanamala, Evelyn R. Sowells Boone:
Hold On and Swipe: A Touch-Movement Based Continuous Authentication Schema based on Machine Learning. CACML 2022: 442-447 - [c3]Wei Zhong Tee, Rushit Dave, Naeem Seliya, Mounika Vanamala:
Human Activity Recognition models using Limited Consumer Device Sensors and Machine Learning. CACML 2022: 456-461 - [c2]Wei Zhong Tee, Rushit Dave, Jim Seliya, Mounika Vanamala:
A Close Look into Human Activity Recognition Models using Deep Learning. CNIOT 2022: 201-206 - [c1]Sara Kokal, Laura Pryor, Rushit Dave:
Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication. ICCTA 2022: 176-182 - [i19]Rushit Dave, Naeem Seliya, Laura Pryor, Mounika Vanamala, Evelyn R. Sowells Boone, Jacob Mallet:
Hold On and Swipe: A Touch-Movement Based Continuous Authentication Schema based on Machine Learning. CoRR abs/2201.08564 (2022) - [i18]Rushit Dave, Naeem Seliya, Mounika Vanamala, Wei Tee:
Human Activity Recognition models using Limited Consumer Device Sensors and Machine Learning. CoRR abs/2201.08565 (2022) - [i17]Nyle Siddiqui, Rushit Dave, Tyler Bauer, Thomas Reither, Dylan Black, Mitchell Hanson:
A Robust Framework for Deep Learning Approaches to Facial Emotion Recognition and Evaluation. CoRR abs/2201.12705 (2022) - [i16]Zachary Menter, Wei Tee, Rushit Dave:
Application of Machine Learning-Based Pattern Recognition in IoT Devices: Review. CoRR abs/2202.02456 (2022) - [i15]Sara Kokal, Laura Pryor, Rushit Dave:
Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication. CoRR abs/2204.09088 (2022) - [i14]Wei Zhong Tee, Rushit Dave, Naeem Seliya, Mounika Vanamala:
A Close Look into Human Activity Recognition Models using Deep Learning. CoRR abs/2204.13589 (2022) - [i13]Laura Pryor, Jacob Mallet, Rushit Dave, Naeem Seliya, Mounika Vanamala, Evelyn R. Sowells Boone:
Evaluation of a User Authentication Schema Using Behavioral Biometrics and Machine Learning. CoRR abs/2205.08371 (2022) - [i12]Nyle Siddiqui, Rushit Dave, Naeem Seliya, Mounika Vanamala:
Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication. CoRR abs/2205.13646 (2022) - [i11]Nyle Siddiqui, Rushit Dave:
Mitigating Presentation Attack using DCGAN and Deep CNN. CoRR abs/2207.00161 (2022) - [i10]Jacob Mallet, Rushit Dave, Naeem Seliya, Mounika Vanamala:
Using Deep Learning to Detecting Deepfakes. CoRR abs/2207.13644 (2022) - [i9]Zachary Deridder, Nyle Siddiqui, Thomas Reither, Rushit Dave, Brendan Pelto, Naeem Seliya, Mounika Vanamala:
Continuous User Authentication Using Machine Learning and Multi-Finger Mobile Touch Dynamics with a Novel Dataset. CoRR abs/2207.13648 (2022) - 2021
- [j3]Joseph M. Ackerson, Rushit Dave, Naeem Seliya:
Applications of Recurrent Neural Network for Biometric Authentication & Anomaly Detection. Inf. 12(7): 272 (2021) - [i8]Owen Casey, Rushit Dave, Naeem Seliya, Evelyn R. Sowells Boone:
Machine Learning: Challenges, Limitations, and Compatibility for Audio Restoration Processes. CoRR abs/2109.02692 (2021) - [i7]Rushit Dave:
IoT Security and Authentication schemes Based on Machine Learning: Review. CoRR abs/2109.02695 (2021) - [i6]Joseph M. Ackerson, Rushit Dave, Jim Seliya:
Applications of Recurrent Neural Network for Biometric Authentication & Anomaly Detection. CoRR abs/2109.05701 (2021) - [i5]Laura Pryor, Rushit Dave, Naeem Seliya, Evelyn R. Sowells Boone:
Machine Learning Algorithms In User Authentication Schemes. CoRR abs/2110.07826 (2021) - [i4]Sam Strecker, Rushit Dave, Nyle Siddiqui, Naeem Seliya:
A Modern Analysis of Aging Machine Learning Based IoT Cybersecurity Methods. CoRR abs/2110.07832 (2021) - [i3]Nyle Siddiqui, Rushit Dave, Naeem Seliya:
Continuous Authentication Using Mouse Movements, Machine Learning, and Minecraft. CoRR abs/2110.11080 (2021) - [i2]Cole Pearson, Naeem Seliya, Rushit Dave:
Named Entity Recognition in Unstructured Medical Text Documents. CoRR abs/2110.15732 (2021) - [i1]Rushit Dave, Naeem Seliya, Nyle Siddiqui:
The Benefits of Edge Computing in Healthcare, Smart Cities, and IoT. CoRR abs/2112.01250 (2021) - 2020
- [j2]Janelle C. Mason, Rushit Dave, Prosenjit Chatterjee, Ieschecia Graham-Allen, Albert C. Esterline, Kaushik Roy:
An Investigation of Biometric Authentication in the Healthcare Environment. Array 8: 100042 (2020)
2010 – 2019
- 2019
- [j1]Dylan J. Gunn, Zhipeng Liu, Rushit Dave, Xiaohong Yuan, Kaushik Roy:
Touch-Based Active Cloud Authentication Using Traditional Machine Learning and LSTM on a Distributed Tensorflow Framework. Int. J. Comput. Intell. Appl. 18(4): 1950022:1-1950022:16 (2019)
Coauthor Index
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