Company Filing History:
Years Active: 2022-2025
Title: Noga Agmon: Innovator in Fraud Detection Technologies
Introduction
Noga Agmon is a prominent inventor based in Giv′at-Shmuel, Israel. She has made significant contributions to the field of technology, particularly in the area of fraud detection. With a total of 5 patents to her name, Agmon's work is recognized for its innovative approach to identifying fraudulent user behaviors on websites.
Latest Patents
One of Agmon's latest patents focuses on detecting fraudulent user flows. This invention provides mechanisms for identifying fraudulent activities associated with a website. The system receives user flow data, which represents interactions by users with website content. This data is converted into a vector representation that illustrates a time series transition from one portion of the website to another. A trained sequential machine learning model processes this vector representation to classify the user flow data. Based on this classification, the system determines whether the user flow is fraudulent and generates an output indicating the result.
Another notable patent involves a machine learning model trained using features extracted from n-grams of mouse event data. This system includes a processor that receives mouse event data from a session and splits it into mouse event n-grams. The processor extracts features from these n-grams and sends them to a trained machine learning model, which then provides an output decision regarding the user behavior.
Career Highlights
Noga Agmon is currently employed at International Business Machines Corporation (IBM), where she continues to develop innovative solutions in technology. Her work at IBM has positioned her as a key player in the field of machine learning and fraud detection.
Collaborations
Agmon collaborates with talented individuals such as Andrey Finkelshtein and Eitan Menahem, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Noga Agmon's contributions to the field of technology, particularly in fraud detection, highlight her role as a leading inventor. Her innovative patents and work at IBM demonstrate her commitment to advancing technology and improving user security.