This inventor holds 5 USPTO granted patents and 3 published patent applications. Top assignee: Cisco Technology, Inc.. Active years: 2025-2026.
Company Filing History:
Years Active: 2025-2026
Title: Glory Emmanuel Avina: Innovator in Malware Detection Technologies
Introduction
Glory Emmanuel Avina is a prominent inventor based in Brentwood, CA (US). She has made significant contributions to the field of cybersecurity, particularly in the detection of malware through innovative machine learning techniques. With a total of 5 patents, her work is paving the way for more secure computing environments.
Latest Patents
One of her latest patents is titled "Suspicious filename detection using a deep learning neural network." This invention discloses a machine learning-based approach to detect suspiciously named processes. When malware executes on a networking device, it may create a copy of itself with a process name consisting of random characters. Glory's invention utilizes a character-level recurrent neural network (RNN) to distinguish between randomly generated filenames and those created by users, thereby identifying potential malware attacks.
Another significant patent is "Detection of domain names generated by a domain generation algorithm using a wide and deep learning architecture." This method involves receiving a character set as input and converting it into an integer array. The input vector is then processed through a machine learning model to generate features that help in detecting malicious content. This innovative approach enhances the ability to identify harmful domain names effectively.
Career Highlights
Glory Emmanuel Avina is currently employed at Cisco Technology, Inc., where she applies her expertise in machine learning and cybersecurity. Her work at Cisco has allowed her to contribute to cutting-edge technologies that protect users from various cyber threats.
Collaborations
Throughout her career, Glory has collaborated with talented individuals such as Abhinav Mishra and Kumar Sharad. These collaborations have fostered an environment of innovation and creativity, leading to the development of advanced cybersecurity solutions.
Conclusion
Glory Emmanuel Avina is a trailblazer in the field of malware detection, with her innovative patents significantly enhancing cybersecurity measures. Her contributions at Cisco Technology, Inc. and her collaborations with fellow innovators underscore her commitment to creating safer digital environments.