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Open Access

Author:: Zhang, Kaixuan
Title:: A Representation-based Approach to Connect Regular Grammar and Deep Learning
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Deep Leaning
Regular Grammar
Adversarial Machine Learning
Model Extraction
Topological Analysis
File:: Download KZ_thesis.pdf
Committee Members:: C Lee Giles, Chair & Dissertation Advisor
Shomir Wilson, Major Field Member
Daniel Kifer, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Li, Xiaoting
Title:: The Good, the Bad and the Ugly: Exploring the Robustness and Applicability of Adversarial Machine Learning
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Adversarial machine learning
Attribute privacy
Social good
Defense
Adversarial attacks
File:: Download PSU_thesis__1_.pdf
Committee Members:: Ting Wang, Major Field Member
C Lee Giles, Major Field Member
Dinghao Wu, Chair & Dissertation Advisor
Jinchao Xu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Knearem, Tiffany
Title:: Solidarity not Charity! Empowering Local Communities for Disaster Relief during COVID-19 through Grassroots Support
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Mutual aid
Community-based disaster relief
social media
Community informatics
File:: Download Knearem_Dissertation.pdf
Committee Members:: Jack Carroll, Chair & Dissertation Advisor
Steven Haynes, Major Field Member
Heather Zimmerman, Outside Unit & Field Member
Mary Beth Rosson, Major Field Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Yang, Fengting
Title:: Geometry Inspired Deep Neural Networks for 3D reconstruction
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: 3D reconstruction
Geometry
Deep Neural Networks
File:: Download Fengting_dessertation_final.pdf
Committee Members:: Lingzhou Xue, Outside Unit & Field Member
C Lee Giles, Major Field Member
Mary Beth Rosson, Program Head/Chair
Sharon Huang, Chair & Dissertation Advisor
Zihan Zhou, Major Field Member

Open Access

Author:: Le, Thai Quang
Title:: Trustworthy Machine Learning: Learning under Security, Explainability and Uncertainty Constraints
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: machine learning
responsible AI
explainability
adversarial attack
adversarial defense
security
privacy
XAI
trustworthy
File:: Download Thesis_ThaiLe_IST_B.pdf
Committee Members:: Dongwon Lee, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Prasenjit Mitra, Major Field Member
S. Shyam Sundar, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Umar, Prasanna
Title:: Mining users' self-privacy violations in online public discourse using data science techniques
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: online self-disclosure
public discourse
privacy
automated detection
File:: Download Dissertation.pdf
Committee Members:: Andrea Tapia, Major Field Member
Christopher Griffin, Outside Unit & Field Member
Sarah Rajtmajer, Major Field Member
Anna Squicciarini, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Bao, Qinkun
Title:: Precise and Scalable Side-Channel Analysis
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: information theory
software security
program analysis
side-channel
File:: Download Qinkun-Dissertation.pdf
Committee Members:: Peng Liu, Major Field Member
Benjamin Hanrahan, Major Field Member
Sencun Zhu, Outside Unit & Field Member
Dinghao Wu, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair
James Larus, Special Member

Open Access

Author:: Wang, Li
Title:: Towards Network Level Moving Target Defense with Software Defined Networking
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: network security
moving target defense
software-defined networking
network reconnaissance protection
network reflector
shadow network
SDN
SDN security application
File:: Download Li-Dissertation.pdf
Committee Members:: Mary Beth Rosson, Program Head/Chair
Linhai Song, Chair & Dissertation Advisor
Sencun Zhu, Outside Unit & Field Member
Anna Squicciarini, Major Field Member
Mary Beth Rosson, Major Field Member

Open Access

Author:: Cui, Limeng
Title:: Understanding and Detecting Online Misinformation with Auxiliary Data
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Misinformation detection
Graph neural networks
Knowledge graph
Social media
Fraud detection
Active learning
File:: Download Dissertation.pdf
Committee Members:: Mary Beth Rosson, Professor in Charge/Director of Graduate Studies
Dongwon Lee, Chair & Dissertation Advisor
Lin Lin, Outside Unit & Field Member
Amulya Yadav, Major Field Member
Anna Squicciarini, Major Field Member

Open Access

Author:: Luo, Yu
Title:: Towards automated recognition of bodily expression of emotion in the wild
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Body language
emotional expression
computer vision
crowdsourcing
video analysis
perception
statistical modeling
human mesh reconstruction
.
File:: Download thesis.pdf
Committee Members:: James Wang, Co-Chair & Dissertation Advisor
Reginald Adams, Outside Unit & Field Member
Jia Li, Co-Chair & Dissertation Advisor
Zihan Zhou, Major Field Member
Mary Beth Rosson, Major Field Member
Mary Beth Rosson, Program Head/Chair

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