Yarden Raiskin

Title: Yarden Raiskin: Innovator in Explainable Artificial Intelligence

Introduction

Yarden Raiskin is a prominent inventor based in Tel Aviv, Israel. He has made significant contributions to the field of artificial intelligence, particularly in developing methods for explainable AI. With a total of 10 patents to his name, Raiskin is recognized for his innovative approaches to complex technological challenges.

Latest Patents

One of Raiskin's latest patents focuses on global explainable artificial intelligence. This invention presents methods and systems for providing explainable AI for deep-learning models on a global scale. The process involves generating multiple surrogate models that mimic the behavior of the deep-learning model concerning various output dimensions. By performing simulations on these surrogate models, importance scores are calculated for each input feature, indicating how much each feature contributes to the model's outputs. These scores can then be utilized to modify the characteristics of the deep-learning model or other downstream machine learning models.

Another notable patent addresses super-cookie identification for stolen cookie detection. This invention outlines methods and systems for detecting stolen cookies during user authentication requests to access websites. The system identifies and sorts storage locations on the user's device based on fraud risk. By comparing expected cookie values with retrieved values, the system assigns a fraud risk score to each storage location, allowing for effective fraud detection during authentication.

Career Highlights

Yarden Raiskin is currently employed at PayPal, Inc., where he continues to innovate in the field of technology. His work at PayPal has allowed him to apply his expertise in artificial intelligence to enhance security and user experience.

Collaborations

Raiskin collaborates with talented individuals such as Avishay Meron and Olga Sharshevsky, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Yarden Raiskin is a leading inventor whose work in explainable artificial intelligence and cookie detection systems showcases his commitment to advancing technology. His contributions are paving the way for more secure and understandable AI applications in various industries.