131. Fisher Information for Private Training of Machine Learning Models Open Access Author: Edmunds, Brandon Title: Fisher Information for Private Training of Machine Learning Models Graduate Program: Computer Science and Engineering (MS) Keywords: machine learningprivacyfisher information File: Download Fisher_Information_for_Private_Training_of_Machine_Learning_Models.pdf Committee Members: Mehrdad Mahdavi, Thesis Advisor/Co-AdvisorKiwan Maeng, Committee MemberChitaranjan Das, Program Head/Chair
132. A study on Potential Misuse of Explainable AI against Face Recognition Systems Restricted (Penn State Only) Author: Shan, Chunrong Title: A study on Potential Misuse of Explainable AI against Face Recognition Systems Graduate Program: Computer Science and Engineering (MS) Keywords: Face RecognitionExplainable AISHAP valueCNN modelReLU functionSoftmax function File: Login to Download Committee Members: Sencun Zhu, Thesis Advisor/Co-AdvisorWeifan Chen, Committee MemberChitaranjan Das, Program Head/Chair
133. Mitigating Unfairness In Deep Learning Open Access Author: Dasu, Vishnu Title: Mitigating Unfairness In Deep Learning Graduate Program: Computer Science and Engineering (MS) Keywords: machine learningfairnesssoftware engineeringdeep learning File: Download MS_Thesis_PSU__Final_.pdf Committee Members: G. Gary Tan, Thesis Advisor/Co-AdvisorShagufta Mehnaz, Committee MemberChitaranjan Das, Program Head/Chair
134. 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 Graduate Program: Computer Science and Engineering (MS) Keywords: Self-Avoiding WalkSAWHard-Core ModelConnective ConstantCombinatoricsStatistical PhysicsSimulationComputer ScienceLattice Gases File: Download Graduate_School_Thesis.pdf Committee Members: Antonio Blanca, Thesis Advisor/Co-AdvisorDebarati Das, Committee MemberChitaranjan Das, Program Head/Chair
135. Task Graph Based Mistake Detection in Instructional Videos Open Access Author: Sell, Parker Title: Task Graph Based Mistake Detection in Instructional Videos Graduate Program: Computer Science and Engineering (MS) Keywords: Mistake RecognitionMachine LearningInstructional VideosAssembly VideosTask GraphVisual Recognition Network File: Download Parker_CSE_Thesis.pdf Committee Members: Huijuan Xu, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberChitaranjan Das, Program Head/Chair
136. Towards Automating the Generation of Finite State Machines from Natural Language Specifications: A Focus on Cellular Network Security Open Access Author: Ishtiaq, Abdullah Al Title: Towards Automating the Generation of Finite State Machines from Natural Language Specifications: A Focus on Cellular Network Security Graduate Program: Computer Science and Engineering (MS) Keywords: Cellular Network SecurityNatural Language ProcessingFormal AnalysisFinite State MachinesCellular Network SecurityNatural Language ProcessingFormal AnalysisFinite State Machines File: Download Ishtiaq_MS_Thesis.pdf Committee Members: Syed Rafiul Hussain, Thesis Advisor/Co-AdvisorRui Zhang, Committee MemberChitaranjan Das, Program Head/Chair