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Author:

Geer, Connor

Title:

Anomaly Detection of Test-Time Evasion Attacks in the Audio Domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Adversarial Machine Learning
Neural Networks
Audio
Anomaly Detection

File:

Download thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
George Kesidis, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Syed Rafiul Hussain, Committee Member

Author:

Werkheiser, Nathan

Title:

Backpropagation Analysis of Swirling Isothermal Dump Combustor Data

Graduate Program:

Mechanical Engineering (MS)

Keywords:

Neural Networks
Backpropagation
fluid flow
CFD
Swirling Flow
Activation Functions

File:

Download Thesis_Werkheiser_2022.pdf

Committee Members:

Rick Ciocci, Professor in Charge/Director of Graduate Studies
Brian Allen Maicke, Thesis Advisor/Co-Advisor
Anilchandra Attaluri, Committee Member
Seth Wolpert, Committee Member

Author:

Abrams, Samuel

Title:

Extending Video Action Recognition in the Compressed Domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Action Recognition
Neural Networks
Video Compression

File:

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Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Navagato, Marc Dominic

Title:

Defect Identification in Dielectric and Composite Materials Using Noise-Based Microwave Nondestructive Testing Techniques

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Nondestructive Testing
Microwave Testing
Neural Networks
Dimensionality Reduction
Noise Radar
Noise Waveforms
Microwave Nondestructive Testing
Stacked Autoencoders
Anomaly Detection

File:

Download PhD_Dissertation_Navagato.pdf

Committee Members:

Michael Lanagan, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
David Jenkins, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Rosenau, Joshua

Title:

Using Neural Networks for Crosstalk Compensation in High Speed, MIMO, Single Ended DDR5 Channels

Graduate Program:

Electrical Engineering (MS)

Keywords:

Far end crosstalk
DDR5
Neural Networks
High Speed
Single Ended
Multi-input Multi-output
MIMO
Transmission Lines

File:

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Committee Members:

Rafic Bachnak, Professor in Charge/Director of Graduate Studies
Aldo W Morales, Thesis Advisor/Co-Advisor
Truong Xuan Tran, Committee Member
Sedig Salem Agili, Thesis Advisor/Co-Advisor