This inventor holds 1 USPTO granted patent. Top assignee: Amazon Technologies, Inc.. Active years: 2024.
Company Filing History:
Years Active: 2024
Title: Matt Michael Sommer: Innovator in Anomalous Network Activity Detection
Introduction
Matt Michael Sommer is an accomplished inventor based in Issaquah, WA (US). He has made significant contributions to the field of computer science, particularly in the area of network security. His innovative work focuses on detecting anomalous computer-implemented service activity, which is crucial for maintaining the integrity of network systems.
Latest Patents
Sommer holds a patent titled "Detection of Anomalous Computer-Implemented Service Activity." This patent describes devices and techniques for detecting anomalous network activity. The invention involves receiving first application log data that comprises a plurality of computer log actions. A hidden Markov model is utilized to generate a first hidden state vector, where a specific value of this vector is associated with anomalous activity. Additionally, a timing vector is determined for a first account, indicating periods of typical activity and inactivity. The invention allows for the determination of elements in the hidden state vector that correspond to inactivity periods, enabling the disabling of network access for accounts exhibiting anomalous behavior. Sommer's patent represents a significant advancement in the field of cybersecurity.
Career Highlights
Matt Michael Sommer is currently employed at Amazon Technologies, Inc., where he continues to innovate and develop solutions that enhance network security. His work at Amazon has allowed him to apply his expertise in a practical setting, contributing to the company's reputation as a leader in technology and innovation.
Collaborations
Sommer collaborates with talented individuals such as Brendan Cruz Colon and Joshua Hansen. These partnerships foster a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Matt Michael Sommer is a notable inventor whose work in detecting anomalous network activity has the potential to significantly improve cybersecurity measures. His contributions to Amazon Technologies, Inc. and the field of computer science highlight the importance of innovation in protecting digital infrastructures.