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Start Over Year 2022 Committee Member Mary Beth Rosson Keyword machine learning

1. Trustworthy Machine Learning: Learning under Security, Explainability and Uncertainty Constraints

open_access
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

2. Explainable AI Techniques for Security

open_access
Open Access
Author:
Guo, Wenbo
Title:
Explainable AI Techniques for Security
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
computer security
machine learning
explainable AI
deep learning
File:
Download Dissertation.pdf
Committee Members:
Mary Beth Rosson, Program Head/Chair
Lin Lin, Outside Unit & Field Member
Ting Wang, Co-Chair, Major Member & Dissertation Advisor
C Lee Giles, Major Field Member
Xinyu Xing, Co-Chair & Dissertation Advisor