Location History:
- Frisco, TX (US) (2023)
- Plano, TX (US) (2023 - 2024)
Company Filing History:
Years Active: 2023-2024
Title: Amanda House: Innovator in Deepfake Detection Technologies
Introduction
Amanda House is a prominent inventor based in Frisco, TX (US). She has made significant contributions to the field of deepfake detection, holding a total of 5 patents. Her work focuses on developing methods and apparatuses that enhance the reliability and explainability of deepfake detection systems.
Latest Patents
Among her latest patents, Amanda has developed innovative technologies such as "Methods and apparatus to improve deepfake detection with explainability." This patent discloses an apparatus that includes a deepfake classification model trainer, an explainability map generator, a classification analyzer, and a model modifier. These components work together to improve the accuracy of deepfake detection by providing insights into misclassifications. Another notable patent is "Methods and apparatus to detect deepfake content," which outlines a system that evaluates the authenticity of media through a classifier and a score analyzer, ensuring a robust detection process.
Career Highlights
Amanda has worked with notable companies such as McAfee, Inc. and McAfee, LLC. Her experience in these organizations has allowed her to refine her skills and contribute to cutting-edge technologies in cybersecurity and media authenticity.
Collaborations
Throughout her career, Amanda has collaborated with talented individuals, including Sherin Mary Mathews and Celeste R. Fralick. These partnerships have fostered innovation and have been instrumental in advancing her research and development efforts.
Conclusion
Amanda House is a trailblazer in the realm of deepfake detection technologies. Her patents and career achievements reflect her commitment to enhancing media authenticity and security. Her work continues to influence the field and pave the way for future innovations.