This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignee: Samsung Electronics Co., Ltd.. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Aarif Zafar: Inventor in Neural Network Security.
Introduction
Aarif Zafar is an inventor based in Bengaluru, India, associated with Samsung Electronics Ltd. His work includes a patent addressing the security of neural network models.
Latest Patents
Zafar is credited with 1 patent, titled “Method and System for Securing Neural Network Models.” The invention describes identifying and extracting a crucial layer from a neural network model intended for deployment on another electronic device. The layer is encrypted and incorporated into a second neural network model, which is then deployed to the target device for processing. This approach is designed to protect an important part of the model during deployment.
Career Highlights
Zafar’s listed patent work focuses on neural network model security. His association with Samsung Electronics Ltd. connects this work to a company active in electronics and technology.
Collaborations
Zafar’s listed coworkers include Srividya Desireddy and Yogesh Sheoran. Their names are provided as professional associations, though specific joint contributions to this patent are not detailed.
Conclusion
Aarif Zafar’s patent presents a method for protecting a crucial neural network layer through encryption before deployment, highlighting his contribution to model security.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile