Guillaume Rene Sauthier

Title: Guillaume Rene Sauthier: Inventor of Edge-Based Request Screening

Introduction

Guillaume Rene Sauthier is an inventor associated with Seyssinet-Pariset, France, and Ping Identity International, Inc. His work includes a patent for using machine learning to identify and limit worthless requests before they consume protected application resources.

Latest Patents

Sauthier is credited with 1 patent: “Intercepting Worthless Requests at the Network Edge Using Machine Learning.” The invention describes an identity gateway positioned at the network edge that screens requests before initiating authentication, authorization, or other resource-intensive interactions. A machine-learning classifier evaluates request features and produces a score indicating whether a request is likely to be worthless. The gateway compares that score with a threshold and can limit requests at the edge, preventing them from triggering the authorization process or consuming application resources.

Career Highlights

Sauthier’s listed patent reflects an approach to protecting applications by identifying malicious or probing traffic early in the request process. His work is associated with Ping Identity International, Inc., a company focused on identity and access management.

Collaborations

Sauthier’s listed coworkers include Wayne Anthony Morrison and Raminder Kaler. The patent’s subject matter aligns with identity gateway and application-protection technologies.

Conclusion

Guillaume Rene Sauthier’s patent applies machine learning at the network edge to help distinguish and limit worthless requests before they burden protected applications.