En-Hui Yang

Title: En-Hui Yang: Innovator in Deep Learning Protection and Virtualization

Introduction

En-Hui Yang is a notable inventor based in Petersburg, CA, recognized for his contributions to the fields of deep learning and virtualization. With a total of five patents to his name, Yang has made significant strides in protecting image classifiers and creating secure virtual environments.

Latest Patents

One of Yang’s latest innovations is a patent titled "System and method for protecting deep image classifiers." This system addresses the vulnerabilities of deep neural network image classifiers against perturbed images by embedding watermark bits into original digital images. The watermarked images are capable of undergoing transmission through potentially adversarial environments, allowing for the discrimination between adversely modified and benign images. The system prevents the classified use of negatively modified images.

Another notable patent is the "Method and system for creating quarantined workspaces through controlled interaction between a host and virtual guests." This invention provides a secure method for creating quarantined workspaces, where a virtualization application simulates a virtual guest that manages data transmission. The innovative approach ensures secure encryption of data files attempting transmission outside the virtual guest while safeguarding unencrypted data.

Career Highlights

Throughout his career, En-Hui Yang has been associated with prominent companies such as Bicdroid Inc. and BlackBerry Corporation. His work at these organizations has involved pushing the boundaries of technology by focusing on artificial intelligence and data security.

Collaborations

Yang has collaborated with talented professionals in his field, including Xiang Yu and Jin Meng. These collaborations have further enriched his innovative journey and fostered advancements in technology.

Conclusion

En-Hui Yang’s contributions to the field of technology, particularly in deep learning protection and virtual environments, showcase his commitment to innovation. His pioneering patents highlight the importance of safeguarding data and ensuring secure interactions in an increasingly digital world. As technology continues to evolve, inventors like En-Hui Yang will undoubtedly play a crucial role in shaping the future.