Changes between Initial Version and Version 1 of Other/Summer/2021/MobileUserAuthenticationViaDeepLearning


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Timestamp:
Jul 28, 2021, 4:41:15 PM (4 years ago)
Author:
sp1950
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  • Other/Summer/2021/MobileUserAuthenticationViaDeepLearning

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     1[[TOC(Other/Summer/2021/MobileUserAuthenticationViaDeepLearning/*, depth=1, heading=Mobile User Authentication Via Deep Learning)]]
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     3= Mobile User Authentication Via Deep Learning =
     4**WINLAB Summer Internship 2021**
     5
     6**Group Members:** Aditi Satish, Daniel Liu, Sharad Prasad, Emily Gao, David Man
     7
     8== Project Website ==
     9
     10[https://sites.google.com/view/mobileuserauthentication]
     11
     12== Project Objective ==
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     14By using wireless signals as input, we can develop deep learning techniques to extract unique behavioral biometrics to perform user authentication in real-time.
     15
     16Objectives:
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     18* Use of Wifi signals to capture inherited behavioral characteristics to facilitate identification/authentication.
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     20* Environment Dependent Solution (Robust to Placement).
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     22* To examine CSI of Wifi to study behavioral characteristics.
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     24* Develop a CNN model resilient to spoofing attacks.