Company Filing History:
Years Active: 2016-2023
Title: Dana Scott Kaufman: Innovator in Authentication Security
Introduction
Dana Scott Kaufman is a notable inventor based in Redmond, WA, with a remarkable portfolio of five patents to his name. His work primarily focuses on enhancing security measures for authentication processes, leveraging advanced machine learning technologies.
Latest Patents
Among his most recent innovations are two pivotal patents aimed at improving security protocols in online environments. The first patent, titled "Identity Spray Attack Detection with Adaptive Classification," introduces a machine learning model that effectively identifies unauthorized account access attempts. This model utilizes various features such as user agent reputation data, IP address reputation data, and familiarity indicators to classify access attempts as authorized or unauthorized. By employing advanced techniques like boosted trees and neural networks, Kaufman’s invention adapts to evolving attacker behaviors, ensuring its effectiveness increases over time.
The second patent, "Systems and Methods for Real-Time Detection of Compromised Authentication Credentials," provides methods for assessing the authenticity of user authentication in real-time. This patent employs behavioral analytics to compare current authentication features with historical data, generating a match score that indicates the risk of account compromise. This innovative approach enables systems to respond swiftly to potentially compromised credentials, bolstering the security landscape for users.
Career Highlights
Kaufman is currently affiliated with Microsoft Technology Licensing, LLC, where he contributes his expertise in developing protective measures for digital authentication. His work addresses critical security issues in an increasingly digital world, elevating the standard for user safety online.
Collaborations
Dana Scott Kaufman collaborates with talented individuals in his field, including Pui-Yin Winfred Wong and Laurentiu Bogdan Cristofor. Together, they contribute to groundbreaking advancements in authentication technologies, enhancing security measures across various platforms.
Conclusion
Dana Scott Kaufman's innovative approaches to authentication security highlight his dedication to enhancing user safety in digital environments. His patents not only reflect his expertise but also demonstrate a commitment to evolving security practices in the face of emerging threats. As his work progresses, it promises to make significant impacts on how organizations protect their users from increasingly sophisticated attacks.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.