Morteza Kheirkhah

Title: Morteza Kheirkhah: Innovator in Federated Learning and QoS Monitoring

Introduction

Morteza Kheirkhah is a prominent inventor based in London, GB. He has made significant contributions to the fields of artificial intelligence and quality of service monitoring. With a total of 5 patents, Kheirkhah is recognized for his innovative approaches to enhancing security and performance in communication networks.

Latest Patents

Kheirkhah's latest patents include "Methods and apparatus for enhanced security in federated learning machine learning operations in a communication network." This patent focuses on methods and apparatus for federated learning (FL) artificial intelligence machine learning (AIML) implemented in a first security entity associated with a Wireless Transmit/Receive Unit (WTRU). The method involves obtaining security assessment data, determining security vulnerabilities, and communicating this information to enhance the security of trained FL AIML models.

Another notable patent is "Method and apparatus for real-time QoS monitoring and prediction." This invention describes procedures and systems for real-time quality of service (QoS) monitoring and prediction. It includes receiving QoS monitoring requests, sending monitoring requests for specific sessions, and processing performance measurement information to ensure optimal service quality.

Career Highlights

Morteza Kheirkhah is currently employed at Interdigital Patent Holdings, Inc., where he continues to develop innovative solutions in his field. His work focuses on improving the security and efficiency of communication networks through advanced machine learning techniques.

Collaborations

Kheirkhah has collaborated with notable colleagues, including Zhibi Wang and Ulises Olvera-Hernandez. These partnerships have contributed to the advancement of his research and the successful development of his patents.

Conclusion

Morteza Kheirkhah is a distinguished inventor whose work in federated learning and QoS monitoring has made a significant impact on communication technologies. His innovative patents reflect his commitment to enhancing security and performance in the digital landscape.