Location History:
- Ofaqim, IL (2022)
- Ofqim, IL (2022)
Company Filing History:
Years Active: 2022
Title: Liron Florens Ben Kimon: Innovator in Anomaly Detection Technologies
Introduction
Liron Florens Ben Kimon is a notable inventor based in Ofaqim, Israel. He has made significant contributions to the field of anomaly detection, holding a total of 3 patents. His work focuses on developing systems that enhance data security and integrity.
Latest Patents
Liron's latest patents include a "System for detecting anomalous access to tables." This innovative system and method involve receiving a query for accessing a table from a requesting user. It determines a set of users similar to the requesting user and calculates the probability that the user should access the table. The system then assesses whether the user should be accessing the table based on the calculated probability.
Another significant patent is "Population anomaly detection through deep gaussianization." This invention addresses the challenge of detecting anomalies in data sets where individual items are not gross outliers. The anomaly detector utilizes neural networks, including an auto-encoder and a discriminator, trained on a set that does not include anomalies. The auto-encoder generates an internal representation from the training set and reconstructs it, while the discriminator is trained to constrain the internal representation to a multivariable unit normal. This technology can identify anomalies linked to transactions, security breaches, or population trends.
Career Highlights
Liron is currently employed at PayPal, Inc., where he applies his expertise in anomaly detection to enhance the company's security measures. His innovative approaches contribute to the ongoing development of advanced technologies in the financial sector.
Collaborations
Liron has collaborated with notable colleagues, including Michael Dymshits and Albert Zelmanovitch. Their combined efforts in research and development have led to significant advancements in their respective fields.
Conclusion
Liron Florens Ben Kimon is a distinguished inventor whose work in anomaly detection technologies is paving the way for improved data security. His contributions are vital in addressing the challenges of modern data management and security.