Patents by Inventor Yeong Hun BAN

Yeong Hun BAN has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Code sequence based intelligent key code identification method and recording medium and device for performing the same
    Patent number: 12287846
    Abstract: A code sequence based intelligent key code identification method includes extracting Smali code sequence by decompiling an application, vectorizing the extracted Smali code sequence to construct a training dataset, training a deep learning model with the vectorized Smali code sequence to generate a classifier, generating a category classification result using Smali code sequence of a target application as input of the classifier, and identifying and providing important Smali code sequence from which the classification result of the target application is derived. Accordingly, it is possible to objectively evaluate the application using Smali code sequence of the application being actually run.
    Type: Grant
    Filed: January 28, 2021
    Date of Patent: April 29, 2025
    Assignee: FOUNDATION OF SOONGSIL UNIVERSITY-INDUSTRY COOPERATION
    Inventors: Jeong Hyun Yi, Yeong Hun Ban
  • CODE SEQUENCE BASED INTELLIGENT KEY CODE IDENTIFICATION METHOD AND RECORDING MEDIUM AND DEVICE FOR PERFORMING THE SAME
    Publication number: 20220207296
    Abstract: A code sequence based intelligent key code identification method includes extracting Smali code sequence by decompiling an application, vectorizing the extracted Smali code sequence to construct a training dataset, training a deep learning model with the vectorized Smali code sequence to generate a classifier, generating a category classification result using Smali code sequence of a target application as input of the classifier, and identifying and providing important Smali code sequence from which the classification result of the target application is derived. Accordingly, it is possible to objectively evaluate the application using Smali code sequence of the application being actually run.
    Type: Application
    Filed: January 28, 2021
    Publication date: June 30, 2022
    Inventors: Jeong Hyun YI, Yeong Hun BAN