Index Catalog // Emory Theses and Dissertations

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Federated Learning on Graphs: New Scenarios, Challenges, and Methods

About this Dissertation
Student Name:	Xie, Han
Date Uploaded:	05/04/2024
Research Field:	Computer Science
Department or Specialty:	Computer Science and Informatics

Understanding and Incentivizing Behavior in Emerging Decentralized Ecosystems

About this Dissertation
Student Name:	Shuaicheng Ma
Date Uploaded:	12/01/2023
Research Field:	Information Science, Computer Science, and Engineering, Computer
Department or Specialty:	Computer Science and Informatics

Defensive Machine Learning Techniques for Countering Adversarial Attacks

About this Dissertation
Student Name:	Razmi Marani, Fereshteh
Date Uploaded:	04/26/2023
Research Field:	Computer Science
Department or Specialty:	Computer Science and Informatics

Vulnerability Detection: A Machine Learning Approach to Identifying Security Vulnerabilities In Code

About this Honors Thesis
Student Name:	Robertson, Peyton
Date Uploaded:	04/10/2023
Research Field:	Computer Science
Department or Specialty:	Computer Science

The Evaluation of Distance Metrics for Generating Adversarial Perturbations from Univariate Time Series Data

About this Honors Thesis
Student Name:	Wessell, Jack
Date Uploaded:	04/06/2023
Research Field:	Computer Science
Department or Specialty:	Computer Science

Pre-Training Graph Neural Networks for Data-Efficient Brain Network Analysis

About this Honors Thesis
Student Name:	Yang, Owen
Date Uploaded:	04/04/2023
Research Field:	Computer Science
Department or Specialty:	Computer Science

Attention-enhanced Deep Learning Models for Data Cleaning and Integration

About this Dissertation
Student Name:	Zhang, Jing
Date Uploaded:	04/04/2023
Research Field:	Artificial Intelligence and Computer Science
Department or Specialty:	Computer Science and Informatics

Synthetic Trajectory Generation via Clustering-Based Semi-supervised Generative Adversarial Networks

About this Honors Thesis
Student Name:	Minxing Zhang
Date Uploaded:	12/06/2022
Research Field:	Computer Science
Department or Specialty:	Computer Science

The Applications of Alternating Minimization Algorithms on Deep Learning Models

About this Dissertation
Student Name:	Wang, Junxiang
Date Uploaded:	11/28/2022
Research Field:	Mathematics, Operations Research, and Computer Science
Department or Specialty:	Computer Science and Informatics

Towards the Robustness of Deep Learning Systems Against Adversarial Examples in Sequential Data

About this Dissertation
Student Name:	Wenjie Wang
Date Uploaded:	11/25/2022
Research Field:	Computer Science
Department or Specialty:	Computer Science and Informatics