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Start Over Degree PHD Committee Member Chitaranjan Das Keyword Deep Learning Access Level open_access

1. Towards Designing Accurate Detection Methods for Emerging Cyber Threats

open_access
Open Access
Author:
Yuan, Lun Pin
Title:
Towards Designing Accurate Detection Methods for Emerging Cyber Threats
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Anomaly Detection
Cybersecurity
Machine Learning
Deep Learning
Cyberthreats
Malware
File:
Download lunpin_dissertation.pdf
Committee Members:
Peng Liu, Co-Chair of Committee
G. Tan, Major Field Member
Sencun Zhu, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Guohong Cao, Major Field Member
Chitaranjan Das, Program Head/Chair

2. Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration

open_access
Open Access
Author:
Sarma, Anup
Title:
Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Deep Learning
Computer Architecture
Main Memory
CNN and RNN-LSTM
Inference and Training
Sparsity
Performance and Energy Efficiency
File:
Download Dissertation_copy_Final2.pdf
Committee Members:
Vijaykrishnan Narayanan, Major Field Member
C Lee Giles, Outside Unit & Field Member
Asit K Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Kandemir, Dissertation Co-Advisor
Chitaranjan Das, Chair & Co-Dissertation Advisr