BINARY CODE SIMILARITY DETECTION DEVICE AND METHOD

    公开(公告)号:US20240311145A1

    公开(公告)日:2024-09-19

    申请号:US18596194

    申请日:2024-03-05

    IPC分类号: G06F8/75

    CPC分类号: G06F8/751

    摘要: A binary code similarity detection device performs a preprocessing operation of generating an assembly expression for the binary code by converting a machine language of an input binary code into an assembly language, extracting an assembly function or a command from the binary code converted to the assembly language, and detects a similarity to the assembly expression of a pre-stored binary code by inputting the assembly expression generated by the preprocessing operation to a trained model based on bidirectional encoder representations from transformers (BERT), and the trained model is generated by performing a pre-training step of causing the assembly expression to be understood and a fine-tuning step of inputting an assembly expression of a first binary code and an assembly expression of a second binary code to a pre-trained model and then fine-tuning the pre-trained model based on a similarity between the first binary code and the second binary code.

    Measuring method of cell migration using the rate of cell invasion

    公开(公告)号:US12092575B2

    公开(公告)日:2024-09-17

    申请号:US17739403

    申请日:2022-05-09

    IPC分类号: G01N21/64 C12M1/32 G01N33/50

    摘要: The present invention is directed to a method of measuring cell migration by measuring the invasion ratio of cells incubated on a pillar array inserted into a well structure, the method including steps of: preparing a pillar array having a plurality of micropillars and a well structure having a plurality of microwells into which the plurality of micropillars is insertable, respectively; forming cell spheroids by incubating cells in an extracellular matrix attached to the end contact surfaces of the micropillars; allowing the cells contained in the cell spheroids to invade the end contact surfaces; staining and scanning the cell spheroids, the cells contained in the cell spheroids, and the cells that invaded the end contact surfaces; and calculating the invasion ratio of cells by the following equation through a fluorescence image of the scanned cells:








    Invasion


    Ratio

    =



    Invasion


    cell


    area


    Total


    cell


    area


    =



    A
    Total

    -

    A
    spheroid



    A
    Total







    [
    Equation
    ]







    wherein Atotal represents the total cell area, and Aspheroid represents the spheroid area.