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Author:

Patankar, Pushkar Deepak

Title:

Adaptive Social Networking With Applications To Security

Graduate Program:

Computer Science and Engineering

Keywords:

Social Networks
Peer-to-Peer Systems
Unstructured Networks
Botnets

File:

Download Pushkar-Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
George Kesidis, Committee Chair/Co-Chair
Chitaranjan Das, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
David Jonathan Miller, Committee Member

Author:

Huang, Heqing

Title:

A STUDY OF SYSTEM VULNERABILITY AND MALWARE ON ANDROID

Graduate Program:

Computer Science and Engineering

Keywords:

Android Security
Vulnerability
Malware

File:

Download HeqingHuang-Dissertation.pdf

Committee Members:

Sencun Zhu, Dissertation Advisor/Co-Advisor
Peng Liu, Committee Chair/Co-Chair
Thomas La Porta, Committee Member
David Jonathan Miller, Committee Member

Author:

Qiu, Zhicong

Title:

Semisupervised Active Learning and Group Anomaly Detection with Unknown or Label-Scarce Categories

Graduate Program:

Electrical Engineering

Keywords:

Active learning (AL)
cross entropy
inductive bias
logistic regression
p-value
rare classes
regularization
semisupervised learning (SL).
Active learning
cross entropy
inductive bias
logistic regression
p-value
rare classes
regularization
semi-supervised learning
group anomaly detection
network intrusion detection
Gaussian mixture model
Bonferroni approximation

File:

Download Comp.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
David Jonathan Miller, Committee Chair/Co-Chair
John F Doherty, Committee Member
George Kesidis, Committee Member
Sencun Zhu, Outside Member

Author:

Liao, Cong

Title:

Towards Secure Solutions for Cloud Applications

Graduate Program:

Information Sciences and Technology

Keywords:

Cloud Computing
MapReduce
Provenance Logging
Invariant Violation Detection
Hadoop File System
Distributed Storage
Location-Awareness
Machine Learning
Adversarial Machine Learning
Security
Convolutional Neural Networks

File:

Download Dissertation-Cong.pdf

Committee Members:

Anna Cinzia Squicciarini, Dissertation Advisor/Co-Advisor
Anna Cinzia Squicciarini, Committee Chair/Co-Chair
Peng Liu, Committee Member
Sencun Zhu, Committee Member
David Jonathan Miller, Outside Member

Author:

Zhong, Haoti

Title:

User Protection in Social Networks using Machine Learning Techniques

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Privacy
Cyberbully
Social Networks

File:

Download User_protection_in_social_networks_using_machine_learning_techniques.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
Anna Cinzia Squicciarini, Committee Chair/Co-Chair
George Kesidis, Committee Member
Sencun Zhu, Committee Member
Dongwon Lee, Outside Member