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Author:

Burke, Quinn

Title:

Misreporting Attacks in Software-Defined Networking

Graduate Program:

Computer Science and Engineering

Keywords:

network security
cybersecurity
load balancing
software-defined networking
computer networks

File:

Download thesis.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Ting He, Committee Member

Author:

Yu, Mingli

Title:

Flow table security in software defined network

Graduate Program:

Computer Science and Engineering

Keywords:

Software Defined Networking
cache inference
Denial of Service attack

File:

Download Mingli_MSThesis__FLOW_TABLE_SECURITY_IN_SOFTWARE_DEFINED_NETWORK.pdf

Committee Members:

Ting He, Thesis Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Cao, Jeffery

Title:

Utilizing Generative Aversarial Networks To Generate Training Data From Text

Graduate Program:

Computer Science

Keywords:

Generative Adversarial Network
GAN
text-to-image GAN
zero-shot
machine learning
image classification

File:

Download master.pdf

Committee Members:

Thomas F La Porta, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Ting He, Committee Member

Author:

Nambiar, Namitha

Title:

Attack Resilience of Cache Replacement Policies: Implementation and Experimentation In SDN

Graduate Program:

Computer Science and Engineering

Keywords:

SDN
Dos Attack
Attack Resilience
Cache Replacement Policy

File:

Download Namitha_Nambiar.pdf

Committee Members:

Ting He, Thesis Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee 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:

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:

Lu, Hanlin

Title:

Data Reduction for Communication-efficient Machine Learning

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

distributed machine learning
coreset
distributed k-means
quantization
dimensionality reduction
edge-based machine learning

File:

Download Hanlin_Lu_dissertation.pdf

Committee Members:

Vijaykrishnan Narayanan, Major Field Member
Lingzhou Xue, Outside Unit & Field Member
Ting He, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Zientara, Peter

Title:

Design of a Vision Based Assistive System for Visually Impaired Persons

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

FPGA
Visually Impaired
Assistive System
Distributed
Heterogenous
Computer Vision
Grocery
CNN
DCNN

File:

Download peter_z_thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Ting He, Major Field Member
John Sampson, Major Field Member & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Author:

He, Fang

Title:

Applications of Deep Learning on Temporal and Graph Data Mining

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Temporal Data Mining
Graph Data Mining
Representation Learning
Deep Learning

File:

Login to Download

Committee Members:

Kamesh Madduri, Major Field Member
Ting He, Major Field Member
Wang-Chien Lee, Chair & Dissertation Advisor
Zhen Lei, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Liu, Heting

Title:

Machine Learning in Mobile Edge Computing: Enhancing Efficiency in Inference and Training

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Edge Computing
Resource Allocation
Machine Learning
Federated Learning

File:

Login to Download

Committee Members:

Fenglong Ma, Outside Unit & Field Member
Ting He, Major Field Member
Jing Yang, Major Field Member
Guohong Cao, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair