Shouling Ji

Title: Shouling Ji: Innovator in Light Backdoor Attack Methods

Introduction

Shouling Ji is a notable inventor based in Hangzhou, China. He has made significant contributions to the field of security and machine learning through his innovative patent. His work focuses on developing methods that enhance the covert capabilities of backdoor attacks in physical environments.

Latest Patents

Shouling Ji holds a patent for a "Light Backdoor Attack Method in Physical World." This method involves generating a light trigger using a flashlight on a traffic sign. It captures and acquires a backdoor training set through a camera, marking all images in the set with a target label. The process includes constructing a training set from both the backdoor and clean training sets. Ji trains a backdoor model using this training set to obtain a trained model and evaluates its effectiveness by applying it to a testing set. This innovative approach can poison Deep Neural Networks (DNNs) to achieve a more covert backdoor attack, providing a new perspective in the field of physical backdoor attacks. He has 1 patent to his name.

Career Highlights

Throughout his career, Shouling Ji has worked at prominent institutions such as Hangzhou City University and Zhejiang Gongshang University. His roles at these universities have allowed him to contribute to research and development in the field of security technologies.

Collaborations

Shouling Ji has collaborated with notable individuals in his field, including Song Han and Siqi Ren. These collaborations have further enriched his research and innovation efforts.

Conclusion

Shouling Ji's work in developing a light backdoor attack method showcases his innovative spirit and dedication to advancing security technologies. His contributions are paving the way for new ideas in the realm of physical backdoor attacks.