Dor Livne

Title: Dor Livne: Innovator in Cybersecurity

Introduction

Dor Livne is a prominent inventor based in Tel Aviv, Israel. He has made significant contributions to the field of cybersecurity, particularly in the detection of malicious code and phishing attacks. With a total of 2 patents, Livne's work is at the forefront of technological advancements in protecting digital environments.

Latest Patents

Livne's latest patents include innovative methods for detecting malicious code and phishing attempts. One of his patents, titled "Malicious VBA detection using graph representation," describes a system that utilizes graph neural networks to identify malicious code. This method involves creating a call graph from computer code, vectorizing functions, and applying trained neural networks to assess the maliciousness of each function. The output is a malicious score that classifies the code as either malicious or benign.

Another notable patent is "Phishing detection using HTML," which focuses on identifying email phishing attacks. This invention employs a graph neural network trained to recognize phishing emails based on HTML tags and CSS. By adding noise during the training process, the system becomes more resilient to minor variations in the training data, enhancing its effectiveness in real-world applications.

Career Highlights

Dor Livne is currently employed at Check Point Software Technologies Ltd., a leading company in cybersecurity solutions. His work at Check Point has allowed him to develop and refine his innovative ideas, contributing to the company's mission of providing robust security measures against cyber threats.

Collaborations

Livne collaborates with talented individuals in the field, including Natan Katz and Avner Duchovni. These partnerships foster a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.

Conclusion

Dor Livne is a key figure in the cybersecurity landscape, with his patents reflecting a commitment to innovation and protection against digital threats. His contributions are vital in the ongoing battle against cybercrime, making him a noteworthy inventor in today's technological world.