Biying Tan

Title: Biying Tan: Innovator in Account Classification Technology

Introduction

Biying Tan is an accomplished inventor based in Bellevue, WA, known for his contributions to the field of account classification technology. With a focus on enhancing security measures through innovative machine learning techniques, Tan has made significant strides in distinguishing between human-driven and machine-driven accounts.

Latest Patents

Tan holds a patent for "Account classification using a trained model and sign-in data." This invention utilizes a trained machine learning model to perform anomaly detection based on sign-in data, effectively distinguishing between human and machine-driven accounts. The technology supports security improvements by applying tailored security controls and risk management techniques specific to the type of account being secured. Additionally, formulation heuristics can enhance classification accuracy by supplementing the model's anomaly detection results with various data characteristics.

Career Highlights

Biying Tan is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in account security. His work has contributed to the advancement of machine learning applications in cybersecurity, making significant impacts in the industry.

Collaborations

Tan has collaborated with notable colleagues, including Ye Xu and Etan Micah Basseri, to further enhance the capabilities of their projects and drive innovation within their field.

Conclusion

Biying Tan's work in account classification technology exemplifies the intersection of machine learning and cybersecurity. His innovative patent and contributions to Microsoft Technology Licensing, LLC highlight his role as a key player in advancing security measures in the digital landscape.