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Author:

Nagarajan, Karthikeyan

Title:

Exploring Security Challenges and Opportunities in Emerging Memory and Computing Technologies

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Non Volatile Memory
Artificial Intelligence
In-Memory Computing
Spiking Neural Networks
Fault Injection
Information Leakage
Denial of Service
Hardware Trojan
Side Channel Attack

File:

Download PhD_Thesis_Karthikeyan_Nagarajan_Revised.pdf

Committee Members:

Swaroop Ghosh, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Felemban, Noor

Title:

Information Retrieval From Images and Videos in Mobile Networks

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

mobile networks
deep learning
neural networks
image retrieval
video retrieval
cloud computing
distributed systems

File:

Download nfelemban_thesis_submission.pdf

Committee Members:

Thomas La Porta, Chair & Dissertation Advisor
Soundar Kumara, Outside Unit & Field Member
Ting He, Major Field Member
C Lee Giles, Major Field Member
Vishal Monga, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Wang, Yuxin

Title:

Automated Programming Frameworks for Analyzing Differential Privacy

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

differential privacy
program analysis
programming languages

File:

Download main.pdf

Committee Members:

G. Tan, Major Field Member
Danfeng Zhang, Co-Chair & Dissertation Advisor
Daniel Kifer, Co-Chair & Dissertation Advisor
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Saghaian Nejad Esfahani, Sayed

Title:

Service Management: Resource Allocation and Security

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Resource Allocation
Security
Mission-oriented Security Model
Service Placement
Clustering Algorithm
Wireless Networks

File:

Download SayedSaghaian_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Thomas La Porta, Co-Chair & Dissertation Advisor
Patrick Mcdaniel, Major Field Member
C Lee Giles, Outside Unit & Field Member
Daniel Kifer, Co-Chair & Dissertation Advisor

Author:

Farhadi, Vaji

Title:

Resource allocation for edge cloud and smart grid

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

DC-QSS
cascading failure
blackouts
preventive control
SCADA
PLCC
Mobile edge computing
workload scheduling
service placement
complexity analysis
algorithm design
Resource Allocation

File:

Download Thesis-VF.pdf

Committee Members:

Thomas La Porta, Co-Chair & Dissertation Advisor
Mort Webster, Outside Unit & Field Member
Ting He, Co-Chair & Dissertation Advisor
Nilanjan Ray Chaudhuri, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Belbasi, Mahdi

Title:

FPT Aglorithms for NP-complete Graph Problems Parameterized by Treewidth and Tree-depth

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Computer Science
Graph Theory
Tree Decomposition
Algorithm Design
Approximation Algorithms
Hamiltonian Cycle
Dominating Set
Algebraization

File:

Download Mahdi_Belbasi_-_PhD_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Martin Fürer, Chair & Dissertation Advisor
Antonio Blanca, Major Field Member
Jan Reimann, Outside Unit & Field Member
Paul Medvedev, Major Field Member

Author:

Sarma, Anup

Title:

Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Learning
Computer Architecture
Main Memory
CNN and RNN-LSTM
Inference and Training
Sparsity
Performance and Energy Efficiency

File:

Download Dissertation_copy_Final2.pdf

Committee Members:

Vijaykrishnan Narayanan, Major Field Member
C Lee Giles, Outside Unit & Field Member
Asit K Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Kandemir, Dissertation Co-Advisor
Chitaranjan Das, Chair & Co-Dissertation Advisr

Author:

Scott, Jesse

Title:

Dynamic Stability Monitoring of Complex Human Motion Sequences via Precision Computer Vision

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

image-based stability
deep learning
machine learning
Center of Mass
Base of Support
Center of Pressure
stability
balance
motion capture
foot pressure
video
human pose
Taiji
biomechanics
stability metrics
falls
computer vision

File:

Download CompositeResults-Subject1-Take3.mp4Download CompositeResults-Subject9-Take3.mp4Download CompositeResults-SingleView.mp4Download JesseScott-Dissertation-Final-12-12-22.pdf

Committee Members:

Yanxi Liu, Co-Chair & Dissertation Advisor
John Challis, Outside Unit & Field Member
Robert Collins, Co-Chair & Dissertation Advisor
Guohong Cao, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Li, Junde

Title:

Machine Learning and Optimization Applications on Near-term Quantum Computers

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages

File:

Download phd_dissertation_junde.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member

Author:

Ding, Ding

Title:

Violation Detection, Extra Information Release and Secure Implementation for Differentially Private Mechanisms

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

differential privacy
counterexample detection
privacy mechanism
floating-point vulnerability

File:

Download PhD_Dissertation_Ding.pdf

Committee Members:

G. Tan, Major Field Member
Aleksandra Slavkovic, Outside Unit & Field Member
Danfeng Zhang, Co-Chair & Dissertation Advisor
Daniel Kifer, Co-Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair