Company Filing History:
Years Active: 2024
Title: Shivangee Trivedi: Innovator in Deepfake Detection Technology
Introduction
Shivangee Trivedi is a notable inventor based in Plano, TX (US). He has made significant contributions to the field of technology, particularly in improving deepfake detection methods. His innovative approach combines advanced machine learning techniques with explainability, addressing a critical need in today's digital landscape.
Latest Patents
Shivangee Trivedi holds 1 patent for his invention titled "Methods and apparatus to improve deepfake detection with explainability." This patent discloses methods, apparatus, systems, and articles of manufacture designed to enhance deepfake detection. The invention includes a deepfake classification model trainer that trains a classification model using a dataset of media with known classification information. It also features an explainability map generator, a classification analyzer, and a model modifier to improve the accuracy of the classification model.
Career Highlights
Shivangee is currently employed at McAfee, Inc., where he applies his expertise in cybersecurity and machine learning. His work focuses on developing innovative solutions to combat emerging threats in the digital world. His contributions have been instrumental in advancing the company's mission to provide robust security solutions.
Collaborations
Shivangee collaborates with talented professionals such as Sherin Mary Mathews and Amanda House. Together, they work on projects that push the boundaries of technology and enhance the effectiveness of cybersecurity measures.
Conclusion
Shivangee Trivedi is a pioneering inventor whose work in deepfake detection technology is making a significant impact. His innovative methods and collaborative spirit position him as a key player in the ongoing battle against digital misinformation.