Xin Shi

Title: Innovations by Inventor Xin Shi

Introduction

Xin Shi is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of technology, particularly in software vulnerability detection and data management. With a total of 5 patents, his work reflects a commitment to enhancing software security and data privacy.

Latest Patents

One of Xin Shi's latest patents is titled "False positive vulnerability detection using neural transformers." This innovative system detects whether a software vulnerability identified by a static code vulnerability analyzer is a true vulnerability or a false positive. The system utilizes deep learning models to predict the accuracy of identified vulnerabilities based on the source code context. A neural encoder transformer model is trained to classify a false positive given the method body, while a neural decoder transformer model predicts a candidate line of code to complete a prompt inserted into the context of the identified vulnerability. The successful candidate line of code serves as a signal to identify false positives.

Another notable patent is "Rule-based document scrubbing of sensitive data." This patent describes a rule-based attribution mechanism that analyzes documents containing various types of sensitive data in different formats. By applying script-based rules, the mechanism tags documents to identify the type of sensitive data contained within. Documents with similar tags are aggregated, allowing for the scrubbing of sensitive data while retaining telemetric data for downstream processing. The scrubbing process includes actions such as eliminating, obfuscating, or converting sensitive data into non-sensitive values.

Career Highlights

Xin Shi is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop cutting-edge technologies. His work has had a significant impact on improving software security and data management practices.

Collaborations

Xin has collaborated with talented individuals such as Matthew Glenn Jin and Xiaoyu Liu, who contribute to the dynamic environment of innovation at Microsoft.

Conclusion

Xin Shi's contributions to technology through his patents demonstrate his expertise and dedication to advancing software security and data management. His innovative solutions are paving the way for safer and more efficient technology applications.