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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:

Shan, Chunrong

Title:

A study on Potential Misuse of Explainable AI against Face Recognition Systems

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Face Recognition
Explainable AI
SHAP value
CNN model
ReLU function
Softmax function

File:

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Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Weifan Chen, Committee 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:

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