1. A Representation-based Approach to Connect Regular Grammar and Deep Learning Open Access Author: Zhang, Kaixuan Title: A Representation-based Approach to Connect Regular Grammar and Deep Learning Graduate Program: Information Sciences and Technology Keywords: Deep LeaningRegular GrammarAdversarial Machine LearningModel ExtractionTopological Analysis File: Download KZ_thesis.pdf Committee Members: C Lee Giles, Chair & Dissertation AdvisorShomir Wilson, Major Field MemberDaniel Kifer, Outside Unit & Field MemberKenneth Huang, Major Field MemberMary Beth Rosson, Program Head/Chair