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1. Prediction and Estimation of Human Motion using Generative-Adversarial Network

open_access
Open Access
Author:
Subbakrishna Adishesha, Amogh
Title:
Prediction and Estimation of Human Motion using Generative-Adversarial Network
Graduate Program:
Electrical Engineering
Keywords:
GANs
LSTM
Motion Prediction
Deep Learning
Neural Networks
AI
Prediction Error
File:
Download PS-Thesis-AmoghFinal.pdf
Committee Members:
Robert Collins, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Mehdi Kiani, Committee Member

2. Defense against test-time evasion attacks and backdoor attacks

open_access
Open Access
Author:
Wang, Hang
Title:
Defense against test-time evasion attacks and backdoor attacks
Graduate Program:
Electrical Engineering (PHD)
Keywords:
adversarial machine learning
backdoor attack
Trojan
maximum margin
adversarial examples
GANs
activation clipping
File:
Download Hang-Wang-Dissertation-final.pdf
Committee Members:
Madhavan Swaminathan, Program Head/Chair
George Kesidis, Co-Chair & Dissertation Advisor
Constantino Lagoa, Major Field Member
David Miller, Co-Chair, Major Member & Dissertation Advisor
Jia Li, Outside Unit & Field Member
Vishal Monga, Major Field Member