Shaown Sarker

Title: Innovations by Shaown Sarker in Malicious Code Detection

Introduction

Shaown Sarker is an innovative inventor based in San Jose, CA. He has made significant contributions to the field of cybersecurity, particularly in the detection of malicious code. His work focuses on enhancing the capabilities of detection models through advanced techniques.

Latest Patents

Shaown holds a patent for a groundbreaking invention titled "Pipeline for rewriting and validating malicious code with generative artificial intelligence." This patent describes a code sample rewrite pipeline that augments training data for malicious code detection models. The pipeline is designed to learn the functionality and execution behavior of malicious code, thereby increasing detection capabilities despite evasion techniques. It ingests a set of malicious code samples and prompts a language model to rewrite these samples with obfuscating transformations. The pipeline evaluates the output to ensure it is valid program code and maintains the functionality of the original malicious code sample. If successful, the rewritten samples can be incorporated into training data for detection models.

Career Highlights

Shaown Sarker is currently employed at Palo Alto Networks, Inc., a leading company in cybersecurity solutions. His work at this organization allows him to apply his innovative ideas in a practical setting, contributing to the development of advanced security technologies.

Collaborations

Shaown collaborates with talented individuals such as Lucas Mingyuan Hu and Tung-Ling Li. These partnerships enhance the creative process and lead to more effective solutions in the field of cybersecurity.

Conclusion

Shaown Sarker's contributions to the detection of malicious code through his innovative patent demonstrate his commitment to improving cybersecurity. His work not only advances technology but also plays a crucial role in protecting systems from evolving threats.