Deep learning based malware detection using hardware performance counters

• 主要作者: Quah, Yu Kiat
• 其他作者: Zhang Tianwei
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computer systems organization::Performance of systems
• 在線閱讀: https://hdl.handle.net/10356/148121

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...