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Author:

Huang, Yudi

Title:

Towards Secure and Performant Cyber-Physical Systems: Estimation, Optimization, and Control

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Cyber-physical systems
Smart Grid
Attack recovery
System resilience
Overlay routing
Cross-path attack
PMU placement

File:

Download Yudi__PhD_Dissertation.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Thomas La Porta, Major Field Member
Ting He, Chair & Dissertation Advisor
Uday Shanbhag, Outside Unit & Field Member
Nilanjan Ray Chaudhuri, Major Field Member

Author:

Edmunds, Brandon

Title:

Fisher Information for Private Training of Machine Learning Models

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

machine learning
privacy
fisher information

File:

Download Fisher_Information_for_Private_Training_of_Machine_Learning_Models.pdf

Committee Members:

Mehrdad Mahdavi, Thesis Advisor/Co-Advisor
Kiwan Maeng, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Kim, Sun Hyoung

Title:

Practical Static Binary Analysis with Block Memory Model

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Static Analysis
Binary Analysis
Control Flow Graph
Pointer Analysis
Type Inference

File:

Download Sun_Hyoung_Kim_thesis_final.pdf

Committee Members:

G. Tan, Chair & Dissertation Advisor
Sencun Zhu, Major Field Member
Danfeng Zhang, Major Field Member
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Dasu, Vishnu

Title:

Mitigating Unfairness In Deep Learning

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

machine learning
fairness
software engineering
deep learning

File:

Download MS_Thesis_PSU__Final_.pdf

Committee Members:

G. Gary Tan, Thesis Advisor/Co-Advisor
Shagufta Mehnaz, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Li, Zhaohui

Title:

Automated and Semi-Automated Assessment of STEM Reasoning Questions

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Automated Assessment
Machine Learning
Selective PredictionHuman-in-the-Loop
NLP
Education
Relation Networks
Contrastive Learning
Human-in-the-Loop
Selective Prediction

File:

Download ZhaohuiLI_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Dongwon Lee, Outside Unit & Field Member
Huijuan Xu, Major Field Member
Rui Zhang, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor

Author:

Stebbins, Daniel

Title:

Additional Contour Properties for the Hard-Core Model on Z^2

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Self-Avoiding Walk
SAW
Hard-Core Model
Connective Constant
Combinatorics
Statistical Physics
Simulation
Computer Science
Lattice Gases

File:

Download Graduate_School_Thesis.pdf

Committee Members:

Antonio Blanca, Thesis Advisor/Co-Advisor
Debarati Das, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Sell, Parker

Title:

Task Graph Based Mistake Detection in Instructional Videos

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Mistake Recognition
Machine Learning
Instructional Videos
Assembly Videos
Task Graph
Visual Recognition Network

File:

Download Parker_CSE_Thesis.pdf

Committee Members:

Huijuan Xu, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Ishtiaq, Abdullah Al

Title:

Towards Automating the Generation of Finite State Machines from Natural Language Specifications: A Focus on Cellular Network Security

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Cellular Network Security
Natural Language Processing
Formal Analysis
Finite State Machines
Cellular Network Security
Natural Language Processing
Formal Analysis
Finite State Machines

File:

Download Ishtiaq_MS_Thesis.pdf

Committee Members:

Syed Rafiul Hussain, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Chitaranjan Das, Program Head/Chair