Deep learning based malware detection using hardware performance counters

Deep learning based malware detection using hardware performance counters

Studies in the past have investigated the feasibility of using HPCs (Hardware Performance Counters) as a metric to differentiate between benignware and malware. A major study titled “Hardware Performance Counters Can Detect Malware: Myth or Fact?” in 2018 concluded by using statistical models like R...

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Bibliographic Details
Main Author: Quah, Yu Kiat
Other Authors: Zhang Tianwei
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2021
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Engineering::Computer science and engineering::Computer systems organization::Performance of systems
Online Access:https://hdl.handle.net/10356/148121

Internet

https://hdl.handle.net/10356/148121

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