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Author:

Zhang, Xinyang

Title:

Toward Secure Deep Learning Systems

Graduate Program:

Informatics

Keywords:

deep learning
computer security
attack
defense
privacy

File:

Download Final_Thesis-85.pdf

Committee Members:

Ting Wang, Dissertation Advisor/Co-Advisor
Ting Wang, Committee Chair/Co-Chair
Xinyu Xing, Committee Member
Suhang Wang, Committee Member
Minghui Zhu, Outside Member
Neil Zhenqiang Gong, Special Member
Mary Beth Rosson, Program Head/Chair

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