1. Exploration of the Relationship Between Confidence and Accuracy of an Inception V3 Model on a Dataset of Diseased and Healthy Crops Open Access Author: Singh, Chanpreet Title: Exploration of the Relationship Between Confidence and Accuracy of an Inception V3 Model on a Dataset of Diseased and Healthy Crops Area of Honors: Computer Science Keywords: tensorflowimageclassificationmachinelearningplantscience File: Download singh_thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors AdvisorDavid Peter Hughes, Faculty Reader
2. 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
3. Reconstruction Attacks on Aggressive Relaxations of Differential Privacy Restricted (Penn State Only) Author: Durrell, John Title: Reconstruction Attacks on Aggressive Relaxations of Differential Privacy Area of Honors: Computer Science Keywords: differential privacyreconstruction attacksrelaxations of differential privacy File: Login to Download Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor