Lei Ding

Title: Innovations by Lei Ding

Introduction

Lei Ding is an accomplished inventor based in North Potomac, MD (US). He has made significant contributions to the field of technology, particularly in the areas of risk assessment and container image vulnerability reduction. With a total of three patents to his name, his work reflects a commitment to advancing technological solutions.

Latest Patents

One of Lei Ding's latest patents focuses on utilizing a neural network model to determine the risk associated with an application programming interface (API) of a web application. This innovative device extracts content, path data, and query data from API requests. It identifies events based on the extracted data and combines a sequence of these events to generate sequence-embedded events. The trained neural network model processes new events to generate predicted events and calculates an anomaly score to assess the risk of the API request, ultimately determining whether to block or permit the request based on this risk.

Another notable patent addresses container image vulnerability reduction. This invention includes methods, systems, and apparatus for enhancing the security of container images. The method involves obtaining a first container image formed from a set of files and determining which files are necessary for an application. By generating a second container image that includes only the necessary files, the application can be executed in a more secure environment.

Career Highlights

Lei Ding is currently employed at Accenture Global Solutions Limited, where he continues to innovate and contribute to the field of technology. His work at Accenture allows him to collaborate with other talented professionals and push the boundaries of what is possible in technology.

Collaborations

Lei has worked alongside notable colleagues, including Chien An Chen and Azzedine Benameur. Their collaborative efforts have further enhanced the impact of their innovations in the industry.

Conclusion

In summary, Lei Ding is a prominent inventor whose work in risk assessment and container image security showcases his dedication to technological advancement. His patents reflect a deep understanding of complex systems and a commitment to improving security in digital environments.