Patents by Inventor Ganapathy MANI

Ganapathy MANI 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).

  • METHOD AND SYSTEM FOR DETECTING ANOMALOUS BEHAVIOR IN STREAM DATA
    Publication number: 20240303323
    Abstract: A method and a system for detecting an anomalous sequence of events in stream data are provided. The method includes: receiving a first set of raw data; analyzing the first set of raw data in order to determine a first event sequence; applying a first Hidden Markov Model (HMM) to the first event sequence in order to generate a first output; and determining, based on the first output, whether the first event sequence is classifiable as being an anomalous event sequence. The HMM is trained by using known sequences of normal events and event sequences that are known to be anomalous.
    Type: Application
    Filed: March 10, 2023
    Publication date: September 12, 2024
    Applicant: JPMorgan Chase Bank, N.A.
    Inventors: Tucker Richard BALCH, Veronica MEJIA BUSTAMANTE, Nicole CHO, Matthew HOWARD, Maxime KAWAWA-BEAUDAN, Ganapathy MANI, Ivan RANKENBURG, Andrew J. SCHRAGER, Srijan SOOD, Jared VANN, Manuela VELOSO