Eric Johnson

Introduction

Eric Johnson, a prominent inventor based in Seattle, WA, has made significant strides in the field of intelligent security management. With two patents to his name, Johnson’s innovative work has the potential to transform how organizations manage and assess security risks related to document handling and user activity.

Latest Patents

Johnson's latest patents focus on an advanced system for analyzing a corpus of documents and data objects within an entity. The patented system utilizes sophisticated algorithms to determine various topics associated with each document, alongside assigning a risk score based on the content's security elements. This adaptive approach employs a topic model and a random forest regressor to continuously refine its understanding of relevant risks. Furthermore, it employs a trained recurrent neural network to monitor user activity, assessing whether such behavior deviates significantly from expected patterns. This intelligent system also cross-references user activities with those of peers to identify any anomalous behavior, subsequently evaluating risk scores for accessed documents to determine the necessity of alerts.

Career Highlights

Eric Johnson is currently contributing his expertise at Amazon Technologies, Inc., where he plays a crucial role in enhancing the security protocols associated with document management. His innovative contributions are vital in an increasingly data-driven landscape, where effective security management is paramount.

Collaborations

Throughout his career, Johnson has collaborated with notable professionals such as Alexander Watson and Daniel Brim. Working alongside talented individuals allows him to combine diverse insights and foster innovation in his projects.

Conclusion

Eric Johnson's commitment to advancing intelligent security management reflects his dedication to innovation in protecting sensitive information. With his patents at the forefront of security technology, he continues to shape the practices surrounding user activity monitoring and risk assessment in document handling. As technology evolves, inventors like Johnson will undoubtedly play a crucial role in enhancing security measures across various industries.