Index Catalog // Emory Theses and Dissertations

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

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

2. Understanding and Incentivizing Behavior in Emerging Decentralized Ecosystems

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

3. Defensive Machine Learning Techniques for Countering Adversarial Attacks

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

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

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

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

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

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

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

7. Attention-enhanced Deep Learning Models for Data Cleaning and Integration

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

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

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

9. The Applications of Alternating Minimization Algorithms on Deep Learning Models

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

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

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