Michael Gough

Title: Innovations of Michael Gough: Pioneering Access and Security Management

Introduction

Michael Gough, an accomplished inventor based in Seattle, WA, has made significant contributions to the fields of access and security management. With a total of three patents to his name, his work at Amazon Technologies, Inc. exemplifies the intersection of technology and innovative thinking.

Latest Patents

One of Gough's latest inventions focuses on **Policy Scope Management**. This patent allows for the appropriate scoping of an access policy based on the observed access and usage of various resources. It introduces a method of logging access requests over time and mapping actions to permissions, ultimately generating a new access policy that retains only those that were actually granted or requested during the monitoring period. This new policy can then be processed with appropriate policy logic, ensuring compliance with the rules governing target resources. Authorized users have the flexibility to adopt, deny, or modify recommendations included in the new policy.

Another notable patent is for **Intelligent Security Management**. This invention analyzes a corpus of documents and data objects to identify relevant topics for each document while also assigning risk scores based on their content. By employing advanced techniques such as topic modeling and a random forest regressor, Gough's innovation adapts over time. It continuously monitors user activity against expected behavior defined by a trained recurrent neural network, and it assesses whether deviations from expected activity might indicate anomalous behavior. In cases of identified anomalies, the associated risk scores can trigger alerts regarding document access.

Career Highlights

Michael Gough has forged a successful career at Amazon Technologies, Inc. His engineering prowess is demonstrated not only through his inventions but also through the practical applications of his patented technologies in enhancing security and access frameworks.

Collaborations

Throughout his professional journey, Gough has collaborated with notable coworkers, including Alexander Watson and Tyler Stuart Bray. Their partnerships reflect a shared commitment to driving innovation and enhancing technological solutions within the organization.

Conclusion

Michael Gough's contributions to innovation in access and security management underscore the impact of thoughtful engineering on contemporary digital challenges. With his impressive portfolio of patents, he continues to influence advancements in technology at Amazon Technologies, Inc., paving the way for more secure and efficient systems.