cv

Education

  • 2019.09 - present

    Evanston, Illinois

    Ph.D
    Northwestern University
    System Security
  • 2015.09 - 2019.06

    Evanston, Illinois

    B.S.
    Northwestern University
    Computer Science, Applied Math

Awards

Publications

  • 2024.07.01
    Decoding the MITRE Engenuity ATT&CK Enterprise Evaluation: An Analysis of EDR Performance in Real-World Environments
    ACM AsiaCCS 2024
    We thoroughly analyzed MITRE evaluation results to gain further insights into real-world EDR systems under test. Specifically, we designed a whole-graph analysis method, which utilizes additional control flow and data flow information to measure the performance of EDR systems. Besides, we analyze MITRE evaluation's results over multiple years from various aspects, including detection coverage, detection confidence, detection modifier, data source, compatibility, etc.

Interests

APT detection
End-point Detection and Response
Intrusion Detection System
Security measurement
MITRE evalaution
Pentesting
Attack reconstruction

Projects