Patents by Inventor Khaled LAKHDHAR

Khaled LAKHDHAR 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).

  • Patent number: 11870932
    Abstract: Embodiments described herein provide for detecting whether an Automatic Number Identification (ANI) associated with an incoming call is a gateway, according to rules-based models and machine learning models generated by the computer using call data stored in one or more databases.
    Type: Grant
    Filed: March 28, 2022
    Date of Patent: January 9, 2024
    Assignee: Pindrop Security, Inc.
    Inventors: Akanksha, Terry Nelms, II, Kailash Patil, Chirag Tailor, Khaled Lakhdhar
  • Patent number: 11609977
    Abstract: A biometric processor comprises: one or more inputs configured to receive first ear biometric data acquired in respect of a first ear of a user and second ear biometric data acquired in respect of a second ear of the user; a processing module configured to perform a biometric algorithm on the first ear biometric data and the second ear biometric data, based on a comparison of the first ear biometric data to a first stored ear biometric template for an authorised user and a comparison of the second ear biometric data to a second stored ear biometric template for the authorised user, to obtain respective first and second biometric scores; a fusion module configured to apply first and second weights to the respective first and second biometric scores to obtain first and second weighted biometric scores, and to combine at least the first and second weighted biometric scores to generate an overall biometric score, wherein the first and second weights are different to each other; and wherein a biometric result is b
    Type: Grant
    Filed: March 18, 2020
    Date of Patent: March 21, 2023
    Assignee: Cirrus Logic, Inc.
    Inventors: John Paul Lesso, William E. Sherwood, Patrick Bardsley, Khaled Lakhdhar
  • Publication number: 20230048401
    Abstract: A method in a biometric authentication system, generating an acoustic stimulus for application to a user’s ear; receiving an audio signal representing a response of the user’s ear canal to the acoustic stimulus; adapting an ear canal response estimate of the user’s ear canal to the acoustic stimulus to reduce an error between the audio signal and the ear canal response estimate; calculating one or more quality metrics, the quality metrics comprising one or more of: an ear canal response estimate quality metric comprising one or more energy characteristics of the ear canal response estimate; an error quality metric derived from the error; an audio response quality metric comprising one or more statistical characteristics of the audio signal; and determining a validity of the audio signal for use in a biometric process based on the quality metrics.
    Type: Application
    Filed: June 24, 2022
    Publication date: February 16, 2023
    Applicant: Cirrus Logic International Semiconductor Ltd.
    Inventors: William E. SHERWOOD, Cedric ANDRIEU, Ghassan MAALOULI, Khaled LAKHDHAR
  • Publication number: 20220224793
    Abstract: Embodiments described herein provide for detecting whether an Automatic Number Identification (ANI) associated with an incoming call is a gateway, according to rules-based models and machine learning models generated by the computer using call data stored in one or more databases.
    Type: Application
    Filed: March 28, 2022
    Publication date: July 14, 2022
    Applicant: Pindrop Security, Inc.
    Inventors: Akanksha, Terry Nelms, Kailash Patil, Chirag Tailor, Khaled Lakhdhar
  • Patent number: 11290593
    Abstract: Embodiments described herein provide for detecting whether an Automatic Number Identification (ANI) associated with an incoming call is a gateway, according to rules-based models and machine learning models generated by the computer using call data stored in one or more databases.
    Type: Grant
    Filed: May 11, 2021
    Date of Patent: March 29, 2022
    Assignee: PINDROP SECURITY, INC.
    Inventors: Akanksha, Terry Nelms, II, Kailash Patil, Chirag Tailor, Khaled Lakhdhar
  • Publication number: 20210266403
    Abstract: Embodiments described herein provide for detecting whether an Automatic Number Identification (ANI) associated with an incoming call is a gateway, according to rules-based models and machine learning models generated by the computer using call data stored in one or more databases.
    Type: Application
    Filed: May 11, 2021
    Publication date: August 26, 2021
    Inventors: Akanksha, Terry NELMS, II, Kailash PATIL, Chirag TAILOR, Khaled LAKHDHAR
  • Patent number: 11019201
    Abstract: Embodiments described herein provide for detecting whether an Automatic Number Identification (ANI) associated with an incoming call is a gateway, according to rules-based models and machine learning models generated by the computer using call data stored in one or more databases.
    Type: Grant
    Filed: February 6, 2020
    Date of Patent: May 25, 2021
    Assignee: Pindrop Security, Inc.
    Inventors: Akanksha, Terry Nelms, II, Kailash Patil, Chirag Tailor, Khaled Lakhdhar
  • Publication number: 20200322377
    Abstract: Embodiments described herein provide for automatically detecting whether an audio signal is a spoofed audio signal or a genuine audio signal. A spoof detection system can include an audio signal transforming front end and a classification back end. Both the front end and the back end can include neural networks that can be trained using the same set of labeled audio signals. The audio signal transforming front end can include a one or more neural networks for per-channel energy normalization transformation of the audio signal, and the back end can include a convolution neural network for classification into spoofed or genuine audio signal. In some embodiments, the transforming audio signal front end can include one or more neural networks for bandpass filtering of the audio signals, and the back end can include a residual neural network for audio signal classification into spoofed or genuine audio signal.
    Type: Application
    Filed: April 6, 2020
    Publication date: October 8, 2020
    Inventors: Khaled LAKHDHAR, Parav NAGARSHETH, Tianxiang CHEN, Elie KHOURY
  • Publication number: 20200302042
    Abstract: A biometric processor comprises: one or more inputs configured to receive first ear biometric data acquired in respect of a first ear of a user and second ear biometric data acquired in respect of a second ear of the user; a processing module configured to perform a biometric algorithm on the first ear biometric data and the second ear biometric data, based on a comparison of the first ear biometric data to a first stored ear biometric template for an authorised user and a comparison of the second ear biometric data to a second stored ear biometric template for the authorised user, to obtain respective first and second biometric scores; a fusion module configured to apply first and second weights to the respective first and second biometric scores to obtain first and second weighted biometric scores, and to combine at least the first and second weighted biometric scores to generate an overall biometric score, wherein the first and second weights are different to each other; and wherein a biometric result is b
    Type: Application
    Filed: March 18, 2020
    Publication date: September 24, 2020
    Applicant: Cirrus Logic International Semiconductor Ltd.
    Inventors: John Paul LESSO, William E. SHERWOOD, Patrick BARDSLEY, Khaled LAKHDHAR
  • Publication number: 20200252506
    Abstract: Embodiments described herein provide for detecting whether an Automatic Number Identification (ANI) associated with an incoming call is a gateway, according to rules-based models and machine learning models generated by the computer using call data stored in one or more databases.
    Type: Application
    Filed: February 6, 2020
    Publication date: August 6, 2020
    Inventors: AKANKSHA, Terry NELMS, II, Kailash PATIL, Chirag TAILOR, Khaled LAKHDHAR
  • Patent number: 10321376
    Abstract: In some examples, to mitigate interference of wireless communications, an electronic device that includes a first type wireless component and a second type wireless component receives values of parameters relating to wireless communication using the first type wireless component. The electronic device determines, using a model of a relationship between the parameters relating to wireless communication using the first type wireless component and at least one handover parameter relating to wireless communication using the second type wireless component, a value of the at least one handover parameter based on the received values of the parameters relating to wireless communication using the first type wireless component. It is determined whether the electronic device should be handed over from a first access point to a second access point based on the determined value of the at least one handover parameter.
    Type: Grant
    Filed: September 20, 2016
    Date of Patent: June 11, 2019
    Assignee: BlackBerry Limited
    Inventors: Khaled Lakhdhar, Lizhong Zhu, Cristian Lambiri
  • Patent number: 10225771
    Abstract: A method of controlling a wireless communication device to dynamically adapt and update roaming parameters stored in the device when operating in a wireless network. The method includes: determining a first roaming metric (M1) for a first wireless access point (AP) of the network when the device is in communication with the first AP; determining a second roaming metric (M2) for a second wireless AP of the network when the device has roamed to the second AP; and determining an adaptation value by subtracting M2 from M1. When the adaptation value is not zero, first roaming parameters associated with the first wireless AP are updated, based on the adaptation value and stored first roaming parameters associated with the first wireless AP and second roaming parameters associated with the second wireless AP are updated based on the adaptation value and stored second roaming parameters associated with the second wireless AP.
    Type: Grant
    Filed: February 27, 2015
    Date of Patent: March 5, 2019
    Assignee: BLACKBERRY LIMITED
    Inventors: Khaled Lakhdhar, Lizhong Zhu
  • Patent number: 10225745
    Abstract: Apparatus and method pertaining to the calculation of at least one value that represents, at least in part, wireless reception signal strength from the perspective of both a local wireless receiver and a remote receiver that receives wireless transmissions from a local wireless transmitter. By one approach the apparatus directly determines the wireless reception signal strength from the perspective of the local wireless receiver and indirectly determines the wireless reception signal strength from the perspective of the remote receiver.
    Type: Grant
    Filed: June 20, 2017
    Date of Patent: March 5, 2019
    Assignee: BlackBerry Limited
    Inventors: Michael Peter Montemurro, Khaled Lakhdhar, Stephen McCann, Lizhong Zhu
  • Publication number: 20180084470
    Abstract: In some examples, to mitigate interference of wireless communications, an electronic device that includes a first type wireless component and a second type wireless component receives values of parameters relating to wireless communication using the first type wireless component. The electronic device determines, using a model of a relationship between the parameters relating to wireless communication using the first type wireless component and at least one handover parameter relating to wireless communication using the second type wireless component, a value of the at least one handover parameter based on the received values of the parameters relating to wireless communication using the first type wireless component. It is determined whether the electronic device should be handed over from a first access point to a second access point based on the determined value of the at least one handover parameter.
    Type: Application
    Filed: September 20, 2016
    Publication date: March 22, 2018
    Inventors: Khaled Lakhdhar, Lizhong Zhu, Cristian Lambiri
  • Publication number: 20170353868
    Abstract: Apparatus and method pertaining to the calculation of at least one value that represents, at least in part, wireless reception signal strength from the perspective of both a local wireless receiver and a remote receiver that receives wireless transmissions from a local wireless transmitter. By one approach the apparatus directly determines the wireless reception signal strength from the perspective of the local wireless receiver and indirectly determines the wireless reception signal strength from the perspective of the remote receiver.
    Type: Application
    Filed: June 20, 2017
    Publication date: December 7, 2017
    Inventors: Michael Peter MONTEMURRO, Khaled LAKHDHAR, Stephen McCANN, Lizhong ZHU
  • Patent number: 9686690
    Abstract: Apparatus and method pertaining to the calculation of at least one value that represents, at least in part, wireless reception signal strength from the perspective of both a local wireless receiver and a remote receiver that receives wireless transmissions from a local wireless transmitter. By one approach the apparatus directly determines the wireless reception signal strength from the perspective of the local wireless receiver and indirectly determines the wireless reception signal strength from the perspective of the remote receiver.
    Type: Grant
    Filed: August 29, 2014
    Date of Patent: June 20, 2017
    Assignee: BlackBerry Limited
    Inventors: Michael Peter Montemurro, Khaled Lakhdhar, Stephen McCann, Lizhong Zhu
  • Patent number: 9538436
    Abstract: An electronic device monitors a quality of a wireless connection between the electronic device and a first access point. Based on the monitoring and a collection of parameters relating to controlling handover between access points, a determination is made regarding whether the electronic device should be handed over to a second access point from the first access point, where the parameters differ for different combinations of the first access point and candidate destination access points for handover of the electronic device from the first access point.
    Type: Grant
    Filed: August 29, 2014
    Date of Patent: January 3, 2017
    Assignee: BlackBerry Limited
    Inventors: Lizhong Zhu, Khaled Lakhdhar, Michael Peter Montemurro, Fei He, Qingmai Zhou, Jun Xu, Dong Wang, Zongyou Zhang, Mohammed Mahdi Hasan, Libo Zhu, Cristian Lambiri, Goran Hageltorn, Yan Wu, Daniel Fischer
  • Publication number: 20160255549
    Abstract: A method of controlling a wireless communication device to dynamically adapt and update roaming parameters stored in the device when operating in a wireless network. The method includes: determining a first roaming metric (M1) for a first wireless access point (AP) of the network when the device is in communication with the first AP; determining a second roaming metric (M2) for a second wireless AP of the network when the device has roamed to the second AP; and determining an adaptation value by subtracting M2 from M1. When the adaptation value is not zero, first roaming parameters associated with the first wireless AP are updated, based on the adaptation value and stored first roaming parameters associated with the first wireless AP and second roaming parameters associated with the second wireless AP are updated based on the adaptation value and stored second roaming parameters associated with the second wireless AP.
    Type: Application
    Filed: February 27, 2015
    Publication date: September 1, 2016
    Inventors: Khaled Lakhdhar, Lizhong ZHU
  • Publication number: 20160066225
    Abstract: An electronic device monitors a quality of a wireless connection between the electronic device and a first access point. Based on the monitoring and a collection of parameters relating to controlling handover between access points, a determination is made regarding whether the electronic device should be handed over to a second access point from the first access point, where the parameters differ for different combinations of the first access point and candidate destination access points for handover of the electronic device from the first access point.
    Type: Application
    Filed: August 29, 2014
    Publication date: March 3, 2016
    Inventors: LIZHONG ZHU, KHALED LAKHDHAR, MICHAEL PETER MONTEMURRO, FEI HE, QINGMAI ZHOU, JUN XU, DONG WANG, ZONGYOU ZHANG, MOHAMMED MAHDI HASAN, LIBO ZHU, CRISTIAN LAMBIRI, GORAN HAGELTORN, YAN WU, DANIEL FISCHER
  • Publication number: 20160065319
    Abstract: Apparatus and method pertaining to the calculation of at least one value that represents, at least in part, wireless reception signal strength from the perspective of both a local wireless receiver and a remote receiver that receives wireless transmissions from a local wireless transmitter. By one approach the apparatus directly determines the wireless reception signal strength from the perspective of the local wireless receiver and indirectly determines the wireless reception signal strength from the perspective of the remote receiver.
    Type: Application
    Filed: August 29, 2014
    Publication date: March 3, 2016
    Inventors: Michael Peter MONTEMURRO, Khaled LAKHDHAR, Stephen McCANN, Lizhong ZHU