James Matthew Atkins

Title: The Innovative Mind of James Matthew Atkins

Introduction

James Matthew Atkins is a notable inventor based in Redmond, WA, who has made significant contributions to the field of computing security. With a focus on enhancing access request systems, his work is pivotal in the realm of cybersecurity.

Latest Patents

Atkins holds a patent titled "Anomaly-based mitigation of access request risk." This innovative patent addresses the challenges of accessing secured items in a computing system. Instead of persistent access, his approach allows for just-in-time access requests. By utilizing machine learning models based on historical patterns, anomalous access requests can be detected effectively. The models employ conditional probability and collaborative filtering to create understandable explanations of threat assessments. Furthermore, individual machine learning models are based on historical data from users, peers, cohorts, services, or resources. The scoring subsystem incorporates principles such as probabilities, distribution entropies, and data item counts, allowing for a refined feedback loop. This system ensures that requests which may typically be approved automatically are subject to human review, while low-threat requests can be expedited.

Career Highlights

Atkins is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop solutions that enhance security protocols. His work is instrumental in shaping the future of access management in computing systems.

Collaborations

Atkins collaborates with talented individuals such as Christopher Michael Jeffords and Srikanth Bolisetty, contributing to a dynamic and innovative work environment.

Conclusion

James Matthew Atkins exemplifies the spirit of innovation in the tech industry, particularly in the field of cybersecurity. His contributions through patents and collaborative efforts at Microsoft Technology Licensing, LLC, highlight his commitment to advancing technology and improving security measures.