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Start Over Committee Member George Kesidis Committee Member Kultegin Aydin

1. Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems

open_access
Open Access
Author:
Kurve, Aditya C
Title:
Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems
Graduate Program:
Electrical Engineering
Keywords:
multi-agent systems
knowledge discovery
game theory
machine learning
Nash equilibrium
crowdsourcing
generative modeling
File:
Download AdityaKurve-Dissertation.pdf
Committee Members:
George Kesidis, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
John F Doherty, Committee Member
Jason Ryder Morton, Committee Member
Christopher H Griffin, Committee Member

2. Economic Models for Access Networks Informing Regulatory Policy

open_access
Open Access
Author:
Hu, Xinyi
Title:
Economic Models for Access Networks Informing Regulatory Policy
Graduate Program:
Electrical Engineering
Keywords:
Access networks
Regulation
Roaming charge
Side-payment
Game theory
Nash equilibrium
File:
Download Xinyi-Dissertation-final.pdf
Committee Members:
George Kesidis, Dissertation Advisor/Co-Advisor
George Kesidis, Committee Chair/Co-Chair
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
Anna Cinzia Squicciarini, Outside Member
Kultegin Aydin, Program Head/Chair

3. Spectral Feature Extraction and Target Classification for Surface Penetrating Radar Sensing

open_access
Open Access
Author:
Tholl, Michael
Title:
Spectral Feature Extraction and Target Classification for Surface Penetrating Radar Sensing
Graduate Program:
Electrical Engineering (MS)
Keywords:
Ground Penetrating Radar
Automatic Target Recognition
FDTD
File:
Download Spectral_Feature_Extraction_and_Target_Classification_for_Surface_Penetrating_Radar_Sensing__CaptMichaelTholl__MSThesis_Approved.pdf
Committee Members:
Kultegin Aydin, Program Head/Chair
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Anthony Faust, Special Signatory

4. Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks

open_access
Open Access
Author:
Schuessler, Joseph
Title:
Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks
Graduate Program:
Electrical Engineering (MS)
Keywords:
Adversarial Attacks
Data Poisoning
Recurrent Neural Networks
LSTM
Deep Learning
Machine Learning
File:
Download SchuesslerThesis.pdf
Committee Members:
Kultegin Aydin, Program Head/Chair
David Jonathan Miller, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Carina Pamela Curto, Committee Member

5. Distributed Optimization Approaches to Nonconvex Problems

open_access
Open Access
Author:
Ashour, Mahmoud
Title:
Distributed Optimization Approaches to Nonconvex Problems
Graduate Program:
Electrical Engineering
Keywords:
Distributed Optimization
Nonconvex Problems
Network Flow Control
Sparsity
File:
Download Ashour-Dissertation.pdf
Committee Members:
Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
George Kesidis, Committee Member
Minghui Zhu, Committee Member
Necdet S Aybat, Outside Member
Kultegin Aydin, Program Head/Chair

6. Defense of Backdoor Attacks against Deep Neural Network Classifiers

open_access
Open Access
Author:
Xiang, Zhen
Title:
Defense of Backdoor Attacks against Deep Neural Network Classifiers
Graduate Program:
Electrical Engineering (PHD)
Keywords:
adversarial machine learning
backdoor attack
Trojan
backdoor defense
anomaly detection
point cloud
reverse-engineering
File:
Download dissertation_2.1.pdf
Committee Members:
George Kesidis, Major Field Member
Constantino Lagoa, Major Field Member
David Miller, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair