21. Robust Image Classification based on Pixel Importance Open Access Author: Chun, Chaewan Title: Robust Image Classification based on Pixel Importance Area of Honors: Computer Science Keywords: adversarial attackimage analysismachine learningCNNheatmap-based blurringrobustness File: Download Schreyer_Honors_Thesis_Chun.pdf Thesis Supervisors: Jia Li, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
22. Performance Study of General-Purpose GPU Computations Using Kernel Fusion Open Access Author: Paluda, Michael Title: Performance Study of General-Purpose GPU Computations Using Kernel Fusion Area of Honors: Computer Science Keywords: GPUCUDAKERNELDYNAMIC PARALLELISM File: Download thesis_final_draft.pdf Thesis Supervisors: Anand Sivasubramaniam, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
23. Mobility Management in Wireless Software Defined Networks Open Access Author: Hertzog, Kenton Title: Mobility Management in Wireless Software Defined Networks Area of Honors: Computer Science Keywords: Multilevel securitySoftware-defined networksWireless networksUser Mobility File: Download Hertzog_Kenton_Mobility_Management_in_Software_Defined_Networks.pdf Thesis Supervisors: Thomas F La Porta, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
24. FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms Open Access Author: Yu, Normen Title: FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms Area of Honors: Computer Science Keywords: machine learningfairness in AIhuman machine interface File: Download Thesis-final.pdf Thesis Supervisors: G. Gary Tan, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
25. ReLax: A Recourse Explanation Library in Jax Open Access Author: Xiong, Xinchang Title: ReLax: A Recourse Explanation Library in Jax Area of Honors: Computer Science Keywords: Algorithmic RecourseExplainableArtificial IntelligenceInterpretabilityCounterfactual ExplanationAlgorithmic RecourseExplainable Artificial Intelligence File: Download Thesis__5_.pdf Thesis Supervisors: Amulya Yadav, Thesis SupervisorDanfeng Zhang, Thesis Honors AdvisorC Lee Giles, Thesis Supervisor
26. Applying Geneva Censorship Evasion Tool Against Private-Access WiFi Networks Restricted (Penn State Only) Author: Haffner, Jill Title: Applying Geneva Censorship Evasion Tool Against Private-Access WiFi Networks Area of Honors: Computer Science Keywords: censorship evasionTCP/IP protocolsnetwork securityWiFi securitygenetic algorithms File: Login to Download Thesis Supervisors: Syed Rafiul Hussain, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
27. Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Restricted (Penn State Only) Author: Gao, Allen Title: Enhancing Video Streaming Performance on Mobile Devices with Super Resolution Area of Honors: Computer Science Keywords: machine learningmobile computationvideo streamingsuper resolution File: Login to Download Thesis Supervisors: Guohong Cao, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
28. Dragon Defender: Runtime Threat Detection for Cellular Devices Restricted (Penn State Only) Author: Ye, Ziping Title: Dragon Defender: Runtime Threat Detection for Cellular Devices Area of Honors: Computer Science Keywords: Machine LearningIntrusion DetectionCellular Network File: Login to Download Thesis Supervisors: Syed Rafiul Hussain, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor
29. Formal verification of approximate differential privacy via the characteristic function Restricted (Penn State Only) Author: Patel, Aaryan Title: Formal verification of approximate differential privacy via the characteristic function Area of Honors: Computer Science Keywords: Differential PrivacyFormal VerificationProgramming Languages File: Login to Download Thesis Supervisors: Danfeng Zhang, Thesis SupervisorDanfeng Zhang, Thesis Honors AdvisorJohn Joseph Hannan, Faculty Reader
30. Haptic Feedback System for Percussive Elements in Music Restricted (Penn State Only) Author: Vatsal, Shivank Title: Haptic Feedback System for Percussive Elements in Music Area of Honors: Computer Science Keywords: MusicAudio ProcessingSource SeparationTransformersNonnegative Matrix FactorizationHapticsDecision TreesSpectrogramsOnset Detection File: Login to Download Thesis Supervisors: Vijaykrishnan Narayanan, Thesis SupervisorDanfeng Zhang, Thesis Honors Advisor