Rashmiranjan Pradhan

Title: Rashmiranjan Pradhan: Innovator in Anomaly Detection Technology

Introduction

Rashmiranjan Pradhan is a notable inventor based in Irving, TX (US). He has made significant contributions to the field of technology, particularly in the area of anomaly detection. His innovative work has led to the development of a patented method that enhances security measures in login systems.

Latest Patents

Rashmiranjan Pradhan 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 utilizes an autoencoder machine learning model to learn non-anomalous login request behavior and trains a classifier model to identify anomalous requests with a confidence value. This innovative approach significantly enhances the security of login systems.

Career Highlights

Rashmiranjan Pradhan is associated with International Business Machines Corporation (IBM), where he applies his expertise in technology and innovation. His work at IBM has allowed him to collaborate with other talented professionals in the field, contributing to advancements in security technologies.

Collaborations

Rashmiranjan has worked alongside M Krishnakant Achary, furthering the development of innovative solutions in the tech industry.

Conclusion

Rashmiranjan Pradhan's contributions to anomaly detection technology exemplify his commitment to enhancing security measures in digital environments. His patented work not only showcases his inventive spirit but also addresses critical challenges in the field of cybersecurity.