Patents by Inventor Idan HABLER

Idan HABLER 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).

  • Using LSTM encoder-decoder algorithm for detecting anomalous ADS-B messages
    Patent number: 11068593
    Abstract: A method for detecting anomalous ADS-B messages in airplanes and air-traffic control system, comprising: extracting features from application level data, which is information broadcasted in said ADS-B messages, contextual data and flight plans; analyzing said extracted features and computing relative measures of a flight based on said extracted features; training a machine learning model to represent a benign ADS-B messages; applying said machine learning model on said extracted features thereby deriving a reputation score for said ADS-B message; issuing a decision based on said score, thereby recognizing an attack and issuing an alarm regarded said recognized attack.
    Type: Grant
    Filed: August 2, 2018
    Date of Patent: July 20, 2021
    Assignee: B. G. NEGEV TECHNOLOGIES AND APPLICATIONS LTD., AT BEN-GURION UNIVERSITY
    Inventors: Asaf Shabtai, Idan Habler
  • USING LSTM ENCODER-DECODER ALGORITHM FOR DETECTING ANOMALOUS ADS-B MESSAGES
    Publication number: 20190042748
    Abstract: A method for detecting anomalous ADS-B messages in airplanes and air-traffic control system, comprising: extracting features from application level data, which is information broadcasted in said ADS-B messages, contextual data and flight plans; analyzing said extracted features and computing relative measures of a flight based on said extracted features; training a machine learning model to represent a benign ADS-B messages; applying said machine learning model on said extracted features thereby deriving a reputation score for said ADS-B message; issuing a decision based on said score, thereby recognizing an attack and issuing an alarm regarded said recognized attack.
    Type: Application
    Filed: August 2, 2018
    Publication date: February 7, 2019
    Applicant: B. G. NEGEV TECHNOLOGIES AND APPLICATIONS LTD., AT BEN-GURION UNIVERSITY
    Inventors: Asaf SHABTAI, Idan HABLER