Patents by Inventor Mohammad BILAL

Mohammad BILAL 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).

  • Upgrading control plane network functions with proactive anomaly detection capabilities
    Patent number: 12671996
    Abstract: A method, system and apparatus are disclosed. According to one or more embodiments, a detection node includes processing circuitry that is configured to determine a forecast sequence using a first prediction model, where the forecast sequence is determined based at least in part on an input sequence, and determine a reconstructed forecast sequence using a second prediction model, where the reconstructed forecast sequence is determined based at least in part on the determined forecast sequence. The processing circuitry is also configured to determine a reconstruction error between the determined reconstructed forecast sequence and the determined forecast sequence and determine a signaling behavior for anomaly detection based at least in part on the determined reconstruction error and a predetermined threshold.
    Type: Grant
    Filed: May 4, 2022
    Date of Patent: June 30, 2026
    Assignee: Telefonaktiebolaget LM Ericsson (Publ)
    Inventors: Taous Madi, Hyame Alameddine, Makan Pourzandi, Amine Boukhtouta, Guido Socher, Mohammad Bilal
  • UPGRADING CONTROL PLANE NETWORK FUNCTIONS WITH PROACTIVE ANOMALY DETECTION CAPABILITIES
    Publication number: 20240224040
    Abstract: A method, system and apparatus are disclosed. According to one or more embodiments, a detection node includes processing circuitry that is configured to determine a forecast sequence using a first prediction model, where the forecast sequence is determined based at least in part on an input sequence, and determine a reconstructed forecast sequence using a second prediction model, where the reconstructed forecast sequence is determined based at least in part on the determined forecast sequence. The processing circuitry is also configured to determine a reconstruction error between the determined reconstructed forecast sequence and the determined forecast sequence and determine a signaling behavior for anomaly detection based at least in part on the determined reconstruction error and a predetermined threshold.
    Type: Application
    Filed: May 4, 2022
    Publication date: July 4, 2024
    Inventors: Taous MADI, Hyame ALAMEDDINE, Makan POURZANDI, Amine BOUKHTOUTA, Guido SOCHER, Mohammad BILAL