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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

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

Author:

Xiang, Zhen

Title:

Defense of Backdoor Attacks against Deep Neural Network Classifiers

Graduate Program:

Electrical Engineering (PHD)

Keywords:

adversarial machine learning
backdoor attack
Trojan
backdoor defense
anomaly detection
point cloud
reverse-engineering

File:

Download dissertation_2.1.pdf

Committee Members:

George Kesidis, Major Field Member
Constantino Lagoa, Major Field Member
David Miller, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair