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452. An Exposure of Android Social Media Applications and the Data ISPs Can Collect

open_access
Open Access
Author:
Krych, Daniel Erle
Title:
An Exposure of Android Social Media Applications and the Data ISPs Can Collect
Graduate Program:
Computer Science and Engineering
Keywords:
Android security
Android privacy
Dynamic analysis
Social media
Privacy policies
Dshell
File:
Download Krych_Thesis.pdf
Committee Members:
Dr. Patrick McDaniel, Thesis Advisor/Co-Advisor
Dr. David Reitter, Committee Member
Dr. Mahmut Kandemir, Committee Member

458. HARDWARE SOFTWARE CO-DESIGN FOR OPTIMIZING MEMORY HIERARCHY IN MANY-CORE AND MULTI-SOCKET SYSTEMS

open_access
Open Access
Author:
Kotra, Jagadish Babu
Title:
HARDWARE SOFTWARE CO-DESIGN FOR OPTIMIZING MEMORY HIERARCHY IN MANY-CORE AND MULTI-SOCKET SYSTEMS
Graduate Program:
Computer Science and Engineering
Keywords:
Hardware-software co-design
memory hierarchy
manycore processors
memory
caches
File:
Download Jagadish-Dissertation.pdf
Committee Members:
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Kamesh Madduri, Committee Member
Dinghao Wu, Outside Member

463. SECURITY IN SOFTWARE DEFINED NETWORKING - AN ANALYSIS OF NEW ATTACK AND DEFENSE VECTORS

open_access
Open Access
Author:
Achleitner, Stefan
Title:
SECURITY IN SOFTWARE DEFINED NETWORKING - AN ANALYSIS OF NEW ATTACK AND DEFENSE VECTORS
Graduate Program:
Computer Science and Engineering
Keywords:
Network Security
Software Defined Networking
Cyber Security
Computer Networks
File:
Download StefanAchleitner-PhD-Dissertation.pdf
Committee Members:
Thomas F Laporta, Dissertation Advisor/Co-Advisor
Thomas F Laporta, Committee Chair/Co-Chair
Patrick Drew Mcdaniel, Committee Member
Trent Ray Jaeger, Committee Member
Soundar Kumara, Outside Member

464. Hardware-Aware Computation Reorganization for Memory Intensive Applications

open_access
Open Access
Author:
Kislal, Orhan Memduh
Title:
Hardware-Aware Computation Reorganization for Memory Intensive Applications
Graduate Program:
Computer Science and Engineering
Keywords:
memory
performance
compiler
approximate computing
File:
Download omk_diss_submit.pdf
Committee Members:
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
John Morgan Sampson, Committee Member
Conrad S Tucker, Outside Member

466. Characterizing the Limits and Defenses of Machine Learning in Adversarial Settings

open_access
Open Access
Author:
Papernot, Nicolas
Title:
Characterizing the Limits and Defenses of Machine Learning in Adversarial Settings
Graduate Program:
Computer Science and Engineering
Keywords:
computer security
machine learning
adversarial examples
File:
Download Papernot_PhD_final.pdf
Committee Members:
Patrick D. McDaniel, Dissertation Advisor/Co-Advisor
Patrick D. McDaniel, Committee Chair/Co-Chair
Trent Jaeger, Committee Member
Thomas F. La Porta, Committee Member
Aleksandra B. Skavkovic, Outside Member
Dan Boneh, Special Member
Ian J. Goodfellow, Special Member

467. Self-powered Internet-of-Things Nonvolatile Processor and System Exploration and Optimization

open_access
Open Access
Author:
Ma, Kaisheng
Title:
Self-powered Internet-of-Things Nonvolatile Processor and System Exploration and Optimization
Graduate Program:
Computer Science and Engineering
Keywords:
Nonvolatile Processor
Self-powered
Internet-of-Things
Architecture Exploration
Energy Harvesting
Fog Computing
File:
Download YourName-Dissertation.pdf
Committee Members:
Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
John (Jack) Sampson, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Soundar Kumara, Committee Member
Yuan Xie, Outside Member

470. HIERARCHICAL SPARSE GRAPH COMPUTATIONS ON MULTICORE PLATFORMS

open_access
Open Access
Author:
Kabir, Humayun
Title:
HIERARCHICAL SPARSE GRAPH COMPUTATIONS ON MULTICORE PLATFORMS
Graduate Program:
Computer Science and Engineering
Keywords:
k-core
k-truss
multicore
sparse matrix
network analysis
graph analysis
File:
Download Humayun-Dissertation-final.pdf
Committee Members:
Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Mahmut T. Kandemir, Committee Member
Wang-Chien Lee, Committee Member
Vasant Honavar, Outside Member

473. Generation and Evaluation of Design Using Deep Neural Networks

open_access
Open Access
Author:
Dering, Matthew Lewis
Title:
Generation and Evaluation of Design Using Deep Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Deep learning
design
generative models
prototyping
File:
Download Dering-Dissertation.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Rebecca Jane Passonneau, Committee Member
Mohamed Khaled Almekkawy, Committee Member
Timothy Raymond Brick, Outside Member

477. MODELING, MONITORING AND SCHEDULING TECHNIQUES FOR NETWORK RECOVERY FROM MASSIVE FAILURES

open_access
Open Access
Author:
Zad Tootaghaj, Diman
Title:
MODELING, MONITORING AND SCHEDULING TECHNIQUES FOR NETWORK RECOVERY FROM MASSIVE FAILURES
Graduate Program:
Computer Science and Engineering
Keywords:
Network Recovery
Massive Disruption
Stochastic Optimization
Uncertainty
Network Recovery Massive Disruption
Uncertainty.
Cascading Failures
Interdependent Networks
Power Grid
Software-Defined Networking
File:
Download diman-thesis.pdf
Committee Members:
Thomas F Laporta, Dissertation Advisor/Co-Advisor
Thomas F Laporta, Committee Chair/Co-Chair
Ting He, Committee Member
Nilanjan Ray Chaudhuri, Committee Member
Marek Flaska, Outside Member

478. Cloud Provider's Energy-Efficient Operation and Effective Pricing Design

open_access
Open Access
Author:
Nasiriani, Neda
Title:
Cloud Provider's Energy-Efficient Operation and Effective Pricing Design
Graduate Program:
Computer Science and Engineering
Keywords:
energy efficiency
cloud datacenter
demand response
pricing design
game theory
risk modeling
resource capacity variation
File:
Download NedaNasiriani-Dissertation.pdf
Committee Members:
George Kesidis, Dissertation Advisor/Co-Advisor
George Kesidis, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
Anand Sivasubramaniam, Committee Member
Uday Shanbhag, Outside Member
Di Wang, Special Member

479. Regulating Programs’ Access To Privacy-Sensitive Sensors

open_access
Open Access
Author:
Petracca, Giuseppe
Title:
Regulating Programs’ Access To Privacy-Sensitive Sensors
Graduate Program:
Computer Science and Engineering
Keywords:
User Privacy
Privacy-Sensitive Sensors
Privacy Violations
Privacy Protection Mechanisms
System Sensors Abuse
Graphical User Interface Attacks
User-Initiated Operations
Confused Deputy Attacks
Mobile Systems Security
File:
Download Petracca_Dissertation_Document.pdf
Committee Members:
Trent Ray Jaeger, Dissertation Advisor/Co-Advisor
Trent Ray Jaeger, Committee Chair/Co-Chair
Patrick Drew Mcdaniel, Committee Member
Thomas Laporta, Committee Member
Peng Liu, Outside Member

480. Quantum Reductions from Hard problems

open_access
Open Access
Author:
Chia, Nai Hui
Title:
Quantum Reductions from Hard problems
Graduate Program:
Computer Science and Engineering
Keywords:
quantum comoutation
cryptographically primitives
dihedral coset problem
worst-case to average-case reduction
quantum interactive proof
subset sum problem
File:
Download Penn_State_University_Thesis-6.pdf
Committee Members:
Sean Hallgren, Dissertation Advisor/Co-Advisor
Sean Hallgren, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Martin Furer, Committee Member
Jason Ryder Morton, Outside Member

481. APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION

open_access
Open Access
Author:
Li, Weiling
Title:
APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION
Graduate Program:
Computer Science and Engineering
Keywords:
data mining
clustering
entity resolution
crowdsourcing
polymorphic HERV-K
human genome variation
File:
Download Weiling_Li-Dissertation-v1.pdf
Committee Members:
Raj Acharya, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
Wang-Chien Lee, Committee Member
Mary Poss, Outside Member

482. ENERGY-EFFICIENT AND SECURE DESIGNS OF SPINTRONIC MEMORY: TECHNIQUES AND APPLICATIONS

open_access
Open Access
Author:
Iyengar, Anirudh Srikant
Title:
ENERGY-EFFICIENT AND SECURE DESIGNS OF SPINTRONIC MEMORY: TECHNIQUES AND APPLICATIONS
Graduate Program:
Computer Science and Engineering
Keywords:
Spintronics
Security
Camouflaging
PUF
NVFF
Secrecy and Privacy
Modeling
File:
Download Anirudh_dissertation_final.pdf
Committee Members:
Swaroop Ghosh, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Trent Ray Jaeger, Committee Member
Swaroop Ghosh, Committee Member
Saptarshi Das, Outside Member

483. Design And Implementation Of A Cost-Effective Linearizable Geo-Distributed Key-Value Store Combining Replication And Erasure Coding

open_access
Open Access
Author:
Sharma, Chetan
Title:
Design And Implementation Of A Cost-Effective Linearizable Geo-Distributed Key-Value Store Combining Replication And Erasure Coding
Graduate Program:
Computer Science and Engineering
Keywords:
consistency
geo-distributed
cost-effective
cloud
erasure coding
File:
Download PSUThesis__16_.pdf
Committee Members:
Dr. Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor

485. An Experimental Analysis of Predictive Coding Based On Artificial Neural Networks for Image Decoding

open_access
Open Access
Author:
Sun, Yanbo
Title:
An Experimental Analysis of Predictive Coding Based On Artificial Neural Networks for Image Decoding
Graduate Program:
Computer Science and Engineering
Keywords:
Artificial Neural Network
Image Decoding
Predictive Coding
Spatial Redundancies
File:
Download Yanbo_Sun_Thesis.pdf
Committee Members:
Clyde Lee Giles, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member

486. Energy-efficient Computation Offloading in Wireless Networks

open_access
Open Access
Author:
Geng, Yeli
Title:
Energy-efficient Computation Offloading in Wireless Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Energy consumption
Cellular phones
Computation offloading
Wireless communication.
Wireless communication
File:
Download thesis.pdf
Committee Members:
Guohong Cao, Dissertation Advisor/Co-Advisor
Guohong Cao, Committee Chair/Co-Chair
George Kesidis, Committee Member
Sencun Zhu, Committee Member
Zhen Lei, Outside Member

487. On a Computation Model for Human and Machine Symmetry Perception

open_access
Open Access
Author:
Funk, Christopher A
Title:
On a Computation Model for Human and Machine Symmetry Perception
Graduate Program:
Computer Science and Engineering
Keywords:
Symmetry
Deep Learning
Convolutional Neural Networks
Machine Learning
Wallpaper Groups
Topology Comparison
EEG
File:
Download ChristopherFunk-Dissertation.pdf
Committee Members:
Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert Collins, Committee Member
William Evan Higgins, Committee Member
David T Reitter, Outside Member

488. Scalable and Accurate Algorithms for Search in Genomic Big Data and Analysis of Genetic Variants

open_access
Open Access
Author:
Sun, Chen
Title:
Scalable and Accurate Algorithms for Search in Genomic Big Data and Analysis of Genetic Variants
Graduate Program:
Computer Science and Engineering
Keywords:
Algorithm
Big Data
Database
Genomics
Probabilistic Data Structures
Data Mining
Parallel Computing
Bioinformatics
Genetic Variants
SNP
Computational Biology
File:
Download ChenSun_dissertation_v0830.pdf
Committee Members:
Paul Medvedev, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Kamesh Madduri, Committee Member
Michael Degiorgio, Outside Member

489. Engineering high performance workflows for end-to-end acceleration of genomic applications

open_access
Open Access
Author:
Rengasamy, Vasudevan
Title:
Engineering high performance workflows for end-to-end acceleration of genomic applications
Graduate Program:
Computer Science and Engineering
Keywords:
Variant detection
Metagenome assembly
Word2Vec
High performance computing
File:
Download vasudevan-dissertation.pdf
Committee Members:
Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Paul Medvedev, Committee Member
Santhosh Girirajan, Outside Member
Wang-Chien Lee, Committee Member

490. Machine-Learning-Based Approaches for Learning Marketing Strategies

open_access
Open Access
Author:
Lin, Yu San
Title:
Machine-Learning-Based Approaches for Learning Marketing Strategies
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
deep learning
probabilistic generative model
marketing
crowdfunding
menu design
competition
word worth
reward
kickstarter
File:
Download yusan-Dissertation_v3.pdf
Committee Members:
Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Member
Sencun Zhu, Committee Member
Wang-Chien Lee, Committee Member
Mary Beth Rosson, Outside Member
Wang-Chien Lee, Committee Chair/Co-Chair

492. Resource Management and Security in Distributed Computing Systems

open_access
Open Access
Author:
Shan, Yuquan
Title:
Resource Management and Security in Distributed Computing Systems
Graduate Program:
Computer Science and Engineering
Keywords:
Distributed Systems
Cloud Computing
Resource Scheduling
DDoS Attack
File:
Download Yuquan-Dissertation.pdf
Committee Members:
George Kesidis, Dissertation Advisor/Co-Advisor
George Kesidis, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
David Jonathan Miller, Committee Member
Chiara Lo Prete, Outside Member

495. LOW POWER, SECURE AND ROBUST DESIGNS OF NON-VOLATILE MEMORIES

open_access
Open Access
Author:
Motaman, Seyedhamidreza
Title:
LOW POWER, SECURE AND ROBUST DESIGNS OF NON-VOLATILE MEMORIES
Graduate Program:
Computer Science and Engineering
Keywords:
STTRAM
Sense Margin
MTJ
Slope Sensing
Process Variation
Voltage Boosting
Voltage Feedback
Self-Reference
Destructive Sensing
Domain wall memory
shift power
cache segregation
dynamic shift current modulation
dynamic write current modulation
cross-layer design
synergistic systems
Dynamic shift current modulation
Dynamic write current modulation
Variation tolerant design
Resistive RAM
computing in memory
Crossbar Array.
Data security
magnetic attack
cache bypass
checkpointing.
File:
Download Dissertation_v13_f1.pdf
Committee Members:
Swaroop Ghosh, Dissertation Advisor/Co-Advisor
Swaroop Ghosh, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Mehdi Kiani, Committee Member
Saptarshi Das, Outside Member

496. EXTRACTING BETTER PERFORMANCE FROM THE PARALLELISM OFFERED BY SSDS

open_access
Open Access
Author:
Elyasi, Nima
Title:
EXTRACTING BETTER PERFORMANCE FROM THE PARALLELISM OFFERED BY SSDS
Graduate Program:
Computer Science and Engineering
Keywords:
Solid State Drive (SSD)
Scheduling
Data Replication
Tail Latency
Parallelism
Performance
File:
Download Nima_Thesis.pdf
Committee Members:
Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Qian Wang, Outside Member
Changho Choi, Special Member

497. SINGLING-OUT VS. BLENDING-IN: OUTLIER DETECTION AND DIFFERENTIAL PRIVACY IN DATA

open_access
Open Access
Author:
Kuo, Yu Hsuan
Title:
SINGLING-OUT VS. BLENDING-IN: OUTLIER DETECTION AND DIFFERENTIAL PRIVACY IN DATA
Graduate Program:
Computer Science and Engineering
Keywords:
outlier detection
outlier explanation
differential privacy
File:
Download PSU_dissertation_kuo.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Wang-Chien Lee, Committee Member
Zhenhui Li, Outside Member

499. Temporal and Structural Machine Learning from Transportation Data

open_access
Open Access
Author:
Zhan, Hongyuan
Title:
Temporal and Structural Machine Learning from Transportation Data
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
time series prediction
optimization
intelligent transportation
structural learning
File:
Download HyZhanDissertation.pdf
Committee Members:
Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Wang-Chien Lee, Committee Member
Necdet S Aybat, Outside Member
Kesheng Wu, Special Member
Xiaoye Sherry Li, Special Member
Gabriel Gomes, Special Member