Michael Abramzon

Title: Michael Abramzon: Innovator in Malicious Code Detection

Introduction

Michael Abramzon is a notable inventor based in Ashkelon, 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

Michael Abramzon holds a patent for a method and system titled "Malicious VBA detection using graph representation." This patent describes a sophisticated technique for detecting 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). A trained graph neural network (GNN) and a trained attention neural network are then applied to the call graph, generating an output graph that assigns weights to each function based on its probability of being malicious. Ultimately, a deep neural network is used to produce a malicious score, classifying the code as either malicious or benign. Michael has 1 patent to his name.

Career Highlights

Michael Abramzon is currently employed at Check Point Software Technologies Ltd., a leading company in cybersecurity solutions. His work focuses on developing innovative methods to protect systems from malicious threats. His expertise in graph neural networks has positioned him as a key player in the field.

Collaborations

Michael collaborates with talented professionals in his field, including Dor Livne and Erez Israel. Their combined efforts contribute to the advancement of cybersecurity technologies and the development of effective solutions.

Conclusion

Michael Abramzon is a pioneering inventor whose work in malicious code detection is making a significant impact in cybersecurity. His innovative methods and collaboration with industry professionals continue to enhance the safety and security of computer systems.