Company Filing History:
Years Active: 2023-2024
Title: Innovations by Bharath Meesala in Machine Learning
Introduction
Bharath Meesala is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of machine learning, particularly in the area of cybersecurity. With a total of two patents to his name, Bharath is recognized for his innovative approaches to detecting malicious executable files.
Latest Patents
Bharath's latest patents focus on utilizing machine learning to efficiently and effectively detect malicious executable files. The first patent describes systems and methods that include performing inline monitoring of production traffic between users, the Internet, and cloud services via a cloud-based system. This involves utilizing a trained machine learning model to inspect static properties of files in the production traffic and classifying the traffic as either malicious or benign based on the trained model. 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 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 detection purposes.
Career Highlights
Bharath currently works at Zscaler, Inc., a company known for its cloud security solutions. His work at Zscaler has allowed him to apply his innovative ideas in a practical setting, contributing to the advancement of cybersecurity technologies.
Collaborations
Bharath collaborates with talented individuals such as Changsha Ma and Nirmal Singh, who share his passion for innovation and technology. Together, they work on projects that push the boundaries of what is possible in the field of machine learning and cybersecurity.
Conclusion
Bharath Meesala's contributions to machine learning and cybersecurity are noteworthy. His innovative patents demonstrate his commitment to enhancing security measures against malicious threats. Through his work at Zscaler, he continues to make a significant impact in the industry.