教授研究

 Professor Yoon, MyungKeun Professor

Department of Artificial Intelligence

研究课题

  • Artificial Intelligence and Data Analysis in Cybersecurity Research
  • AI-based Security Big Data Analysis
  • Approximate Algorithms, Streaming Algorithms, Bloom Filters, Financial Security Research

主要传记

  • March 2010 – Present: Professor, College of AI / CIO, Kookmin University
  • March 2010 – Present: Professor, School of Software, Kookmin University
  • January 1998 – February 2010: Manager, Information Security Analysis Center / Financial ISAC, Korea Financial Telecommunications & Clearings Institute (KFTC)
  • August 2004 – December 2008: Ph.D. in Computer Engineering, University of Florida (Advisor: Prof. Shigang Chen)
  • Advisory Roles
  • Financial Security Institute (FSI) (Cybersecurity, Security Monitoring), 2018 – Present
  • Korea Federation of Banks (KFB) (FinTech, Financial Security), 2020 – Present
  • Koscom (Robo-Advisor Testbed Center), 2019 – Present
  • Korea Financial Telecommunications & Clearings Institute (KFTC) (AI Security, Financial Industry Standards), 2015 – Present
  • NCSC (Security Monitoring), 2019 – Present

研究关键词

  • # AI Security
  • # Data Analysis
  • # Malware
  • # Security Monitoring
  • # Deep Learning
  • # Intrusion Prevention System
  • # Generative Security
  • # Security Big Data
  • # Streaming Algorithm
近三年主要研究成果
  • 企业名称

    Cryptographic Cyber Threat Response Technology R&D Program

    研究项目名称

    Development of Network Behavior-Based Security Monitoring Technology for Encrypted Cyber Threats in Road Traffic Public Service Infrastructure
    • 支持机构

      Ministry of Science and ICT

    • 研究所

      2023-4 ~ 2027-12

  • 企业名称

    Mid-Career Researcher Program

    研究项目名称

    Research on Security Data Analysis using Machine Learning Generalization and Deep Learning Embedding
    • 支持机构

      Ministry of Science and ICT

    • 研究所

      2020-3 ~ 2023-2

  • 企业名称

    Mid-Career Researcher Program

    研究项目名称

    Research on Generative Security Technology for Zero-Day Defense
    • 支持机构

      Ministry of Science and ICT

    • 研究所

      2023-3 ~ 2026-2

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