Patents by Inventor Ming-Lun Li

Ming-Lun Li 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).

  • Detection of business email compromise attacks
    Patent number: 10834127
    Abstract: An email attempting to perpetrate a business email compromise (BEC) attack is detected based on similarity of the email to a known BEC email and on similarity of the email to a user email that would have been sent by the purported sender of the email. Metadata of the email is extracted and input to a BEC machine learning model to find the known BEC email among BEC email samples. The extracted metadata are also input to a personal user machine learning model of the purported sender to generate the user email.
    Type: Grant
    Filed: April 24, 2018
    Date of Patent: November 10, 2020
    Assignee: Trend Micro Incorporated
    Inventors: Che-Fu Yeh, I-Ting Lien, Ming-Lun Li, Shih-Yu Chou, Po-Yuan Teng, Yuan Jiun Tsui, Cheng-Hsin Hsu, Wen-Kwang Tsao, Shih-Han Hsu, Pei-Yin Wu, Jonathan James Oliver