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1. The Impact of Adversarial Examples on Machine Learning Models

open_access

Open Access

Author:: Martutartus, Sheryll
Title:: The Impact of Adversarial Examples on Machine Learning Models
Area of Honors:: Computer Science
Keywords:: Machine Learning
Computer Science
Adversarial Machine Learning
Spam Detection
Thesis Supervisors:: Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

2. Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead

open_access

Open Access

Author:: Anand, Vivek
Title:: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead
Area of Honors:: Computer Science
Keywords:: Machine Learning
Deep Neural Networks
Adversarial Machine Learning
Computer Science
Tensorflow
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor