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

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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
File:: Download Thesis_final.pdf
Thesis Supervisors:: Daniel Kifer, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor

2. The Impact of Adversarial Examples on Machine Learning Models

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Restricted (Penn State Only)

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
File:: Login to Download
Thesis Supervisors:: Patrick Drew Mcdaniel, Thesis Supervisor
John Joseph Hannan, Thesis Honors Advisor