Jan Franco̊

Title: Jan Franco̊: Innovator in Malware Detection

Introduction

Jan Franco̊ is a notable inventor based in Turnov, Czech Republic. He has made significant contributions to the field of cybersecurity, particularly in the detection of malicious executable files. His innovative approach utilizes hierarchical models to enhance the accuracy of malware detection.

Latest Patents

Jan Franco̊ holds a patent for the invention titled "Detection of malicious executable files using hierarchical models." In this invention, a device disassembles an executable file into assembly instructions. The device maps each of the assembly instructions to a fixed length instruction vector using one-hot encoding and an instruction vocabulary. It forms vector representations of blocks of a control flow graph for corresponding functions of the executable file by embedding and aggregating bags of the instruction vectors. Based on these vector representations, the device generates a call graph model of the functions in the executable file. Ultimately, it determines whether the executable file is malware based on its vector representation.

Career Highlights

Jan Franco̊ is currently employed at Cisco Technology, Inc., where he continues to develop innovative solutions in cybersecurity. His work has been instrumental in advancing the methods used to identify and mitigate malware threats.

Collaborations

Jan has collaborated with notable colleagues such as Tomas Pevny and Petr Somol, contributing to a dynamic and innovative work environment.

Conclusion

Jan Franco̊'s contributions to malware detection exemplify the importance of innovation in cybersecurity. His patent reflects a significant advancement in the field, showcasing his expertise and commitment to enhancing digital security.