1. Poisoning Attacks and Defenses Against Machine Learning Classifiers Open Access Author: Li, Xi Title: Poisoning Attacks and Defenses Against Machine Learning Classifiers Graduate Program: Computer Science and Engineering Keywords: Data Poisoning AttacksData Poisoning DefensesBackdoor AttacksBackdoor DefensesLabel-flipping Data Poisoning DefenseDeep LearningAdversarial Machine LearningMachine Learning File: Download PhD_Dissertation.pdf Committee Members: Wenrui Hao, Outside Unit & Field MemberMingfu Shao, Major Field MemberChitaranjan Das, Program Head/ChairGeorge Kesidis, Chair & Dissertation AdvisorMahanth Gowda, Major Field Member