Company Filing History:
Years Active: 2023-2024
Title: Uday Pratap Singh: Innovator in Machine Learning Security
Introduction
Uday Pratap Singh is a notable inventor based in Mohali, India. He has made significant contributions to the field of cybersecurity through his innovative use of machine learning. With a total of two patents to his name, Singh is recognized for his efforts in enhancing the detection of malicious executable files.
Latest Patents
Singh's latest patents focus on utilizing machine learning to efficiently and effectively detect malicious executable files. The first patent describes systems and methods that involve performing inline monitoring of production traffic between users, the Internet, and cloud services via a cloud-based system. This system utilizes a trained machine learning model to inspect the static properties of files in the production traffic, classifying the traffic as either malicious or benign based on the model's analysis. The second patent outlines a method for determining a plurality of features associated with executable files, based on static properties in a predefined structure. This method includes obtaining training data with samples of both benign and malicious executable files, extracting features from this data, and using these features to train a machine learning model for detecting malicious files.
Career Highlights
Uday Pratap Singh is currently employed at Zscaler, Inc., where he continues to develop innovative solutions in cybersecurity. His work is pivotal in addressing the growing challenges posed by malicious software in today's digital landscape.
Collaborations
Some of his notable coworkers include Changsha Ma and Nirmal Singh, who contribute to the collaborative environment at Zscaler, Inc. Their combined expertise enhances the effectiveness of the projects they undertake.
Conclusion
Uday Pratap Singh's contributions to machine learning and cybersecurity are commendable. His innovative patents reflect a commitment to improving security measures against malicious threats. Through his work at Zscaler, Inc., Singh continues to make strides in the field, showcasing the importance of innovation in technology.