Avner Duchovni

Title: Avner Duchovni: Innovator in Malicious Code Detection

Introduction

Avner Duchovni is a notable inventor based in Herzeliya, Israel. He has made significant contributions to the field of cybersecurity, particularly in the detection of malicious code. His innovative approach utilizes advanced technologies to enhance the security of computer systems.

Latest Patents

Avner Duchovni holds a patent for a method titled "Malicious VBA detection using graph representation." This patent describes a system that detects malicious code through the use of graph neural networks. The process involves creating a call graph from computer code by identifying functions and vectorizing them using a stream of application programming interfaces (APIs). The system applies trained graph neural networks and attention neural networks to generate an output graph, where each node represents a function with assigned weights based on the probability of maliciousness. Ultimately, a deep neural network is used to produce a malicious score, classifying the code as either malicious or benign. He has 1 patent to his name.

Career Highlights

Avner Duchovni is currently employed at Check Point Software Technologies Ltd., a leading company in cybersecurity solutions. His work focuses on developing innovative methods to protect against malicious software, contributing to the overall safety of digital environments.

Collaborations

Throughout his career, Avner has collaborated with talented professionals in the field, including Dor Livne and Erez Israel. These collaborations have fostered a creative environment that encourages the development of cutting-edge technologies.

Conclusion

Avner Duchovni's contributions to the field of cybersecurity through his innovative patent demonstrate his commitment to enhancing digital security. His work at Check Point Software Technologies Ltd. continues to influence the industry positively.