1. Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Open Access Author: Anand, Vivek Title: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Area of Honors: Computer Science Keywords: Machine LearningDeep Neural NetworksAdversarial Machine LearningComputer ScienceTensorflow File: Download Thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
2. Genome-Metagenome Similarity Graph: a Novel Data Structure for Containment-Based Metagenome Comparison Open Access Author: Thomas, Isaac Title: Genome-Metagenome Similarity Graph: a Novel Data Structure for Containment-Based Metagenome Comparison Area of Honors: Computer Science Keywords: MetagenomicsBioinformaticsMathematicsComputer ScienceMetagenomic Similarity File: Download SHCThesis_IsaacThomas_Final.pdf Thesis Supervisors: David Koslicki, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
3. The Impact of Adversarial Examples on Machine Learning Models Restricted (Penn State Only) Author: Martutartus, Sheryll Title: The Impact of Adversarial Examples on Machine Learning Models Area of Honors: Computer Science Keywords: Machine LearningComputer ScienceAdversarial Machine LearningSpam Detection File: Login to Download Thesis Supervisors: Patrick Drew Mcdaniel, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
4. Additional Contour Properties for the Hard-Core Model on Z^2 Open Access Author: Stebbins, Daniel Title: Additional Contour Properties for the Hard-Core Model on Z^2 Area of Honors: Computer Science Keywords: Self-Avoiding WalkSAWHard-Core ModelConnective ConstantCombinatoricsStatistical PhysicsComputer ScienceLattice Gases File: Download Honors_College_Thesis.pdf Thesis Supervisors: Antonio Blanca, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor