Ritesh Kumar

Title: Ritesh Kumar: Innovator in Anomaly Detection Technology

Introduction

Ritesh Kumar is a notable inventor based in Pune, India. He has made significant contributions to the field of technology, particularly in the area of anomaly detection. His innovative approach has led to the development of a patented method that enhances security measures in login systems.

Latest Patents

Ritesh Kumar holds a patent for "Realtime identity attack detection and remediation." This invention provides a comprehensive method, computer system, and computer program product for anomaly detection. The process involves receiving login event data from customers and labeling each login request as either non-anomalous or anomalous. It includes performing aggregate feature extraction for each login request and filtering data of anomalous requests from non-anomalous ones. The invention also trains an autoencoder machine learning model using non-anomalous login request data to learn typical behavior. Anomalous login requests are then processed through this trained model to obtain enriched data, which is used to train a classifier model that identifies anomalous requests and outputs a classification with a confidence value.

Career Highlights

Ritesh Kumar is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to collaborate with other talented professionals in the field of technology. His contributions to the company and the industry at large have been recognized for their innovative nature and practical applications.

Collaborations

Ritesh has worked alongside his coworker, M Krishnakant Achary, contributing to various projects that focus on enhancing security and efficiency in technology systems.

Conclusion

Ritesh Kumar's work in anomaly detection represents a significant advancement in cybersecurity technology. His patented methods provide valuable tools for identifying and mitigating potential security threats in real-time. His contributions continue to influence the field and pave the way for future innovations.