Index Catalog // Emory Theses and Dissertations

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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:	Computer Science and Informatics

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:	Computer Science

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:	Computer Science

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:	Computer Science and Informatics

Mining User Generated Content: Addressing Data Scarcity in Filtering Tasks

About this Dissertation
Student Name:	Karisani, Payam
Date Uploaded:	12/15/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Deep Learning with Differential Privacy and Adversarial Robustness

About this Dissertation
Student Name:	Tang, Pengfei
Date Uploaded:	12/13/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Temporal Irregular Tensor Factorization and Prediction for Health Data Analysis

About this Dissertation
Student Name:	Ren, Yifei
Date Uploaded:	12/10/2021
Research Field:	Health Sciences, Health Care Management, Health Sciences, General, and Computer Science
Department:	Computer Science and Informatics

Differentially Private Deep Learning

About this Dissertation
Student Name:	Zhang, Qiuchen
Date Uploaded:	05/05/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Robust Crowdsourcing and Federated Learning under Poisoning Attacks

About this Dissertation
Student Name:	Tahmasebian, Farnaz
Date Uploaded:	04/01/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Deep Learning for Skyline Queries

About this Honors Thesis
Student Name:	Guo, Yuzhang
Date Uploaded:	04/09/2019
Research Field:	Computer Science
Department:	Computer Science