Patents by Inventor Anas Hawari

Anas Hawari 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).

  • Artificial intelligence based device identification
    Patent number: 11770315
    Abstract: A system for obtaining information about an Internet of Things (IoT) device connected to a network includes a data traffic collection point, a data processing module and an artificial intelligence module. The data traffic collection point collects data units communicated to or from a specified IoT device of a plurality of IoT devices connected to a network. The data processing module processes quantitative information pertaining to the data units communicated to or from the specified IoT device collected over a defined time interval, to create a temporal data traffic fingerprint of the specified IoT device. The artificial intelligence module utilizes a machine learning model to deduce device identifying information of the specified IoT device from the temporal data traffic fingerprint of the specified IoT device.
    Type: Grant
    Filed: May 28, 2020
    Date of Patent: September 26, 2023
    Assignee: Siemens Canada Limited
    Inventors: Johannes Riedl, Mirjana Zafirovic-Vukotic, Anas Hawari, Axel Gruner
  • ARTIFICIAL INTELLIGENCE BASED DEVICE IDENTIFICATION
    Publication number: 20230155905
    Abstract: A system for obtaining information about an Internet of Things (IoT) device connected to a network includes a data traffic collection point, a data processing module and an artificial intelligence module. The data traffic collection point collects data units communicated to or from a specified IoT device of a plurality of IoT devices connected to a network. The data processing module processes quantitative information pertaining to the data units communicated to or from the specified IoT device collected over a defined time interval, to create a temporal data traffic fingerprint of the specified IoT device. The artificial intelligence module utilizes a machine learning model to deduce device identifying information of the specified IoT device from the temporal data traffic fingerprint of the specified IoT device.
    Type: Application
    Filed: May 28, 2020
    Publication date: May 18, 2023
    Inventors: Johannes Riedl, Mirjana Zafirovic-Vukotic, Anas Hawari, Axel Gruner