Search

Start Over Keyword machine learning Keyword computer security Keyword computer security

1. Characterizing the Limits and Defenses of Machine Learning in Adversarial Settings

open_access
Open Access
Author:
Papernot, Nicolas
Title:
Characterizing the Limits and Defenses of Machine Learning in Adversarial Settings
Graduate Program:
Computer Science and Engineering
Keywords:
computer security
machine learning
adversarial examples
File:
Download Papernot_PhD_final.pdf
Committee Members:
Patrick D. McDaniel, Dissertation Advisor/Co-Advisor
Patrick D. McDaniel, Committee Chair/Co-Chair
Trent Jaeger, Committee Member
Thomas F. La Porta, Committee Member
Aleksandra B. Skavkovic, Outside Member
Dan Boneh, Special Member
Ian J. Goodfellow, Special Member

2. Explainable AI Techniques for Security

open_access
Open Access
Author:
Guo, Wenbo
Title:
Explainable AI Techniques for Security
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
computer security
machine learning
explainable AI
deep learning
File:
Download Dissertation.pdf
Committee Members:
Mary Beth Rosson, Program Head/Chair
Lin Lin, Outside Unit & Field Member
Ting Wang, Co-Chair, Major Member & Dissertation Advisor
C Lee Giles, Major Field Member
Xinyu Xing, Co-Chair & Dissertation Advisor