Farshid Marbouti

Title: Farshid Marbouti: Innovator in Cybersecurity and Artificial Intelligence

Introduction

Farshid Marbouti is a prominent inventor based in McLean, VA (US), known for his contributions to the fields of cybersecurity and artificial intelligence. With a total of 8 patents, he has made significant strides in developing innovative solutions that enhance security measures in computing environments.

Latest Patents

Among his latest patents is a system for deep learning-based detection of malicious shell scripts. This system generates a character frequency feature vector from a shell script and utilizes a convolutional neural network (CNN) alongside a feedforward neural network (FNN) to assess the likelihood of obfuscation types present in the script. Another notable patent involves methods and systems for cyber threat detection using artificial intelligence models in data-sparse environments. This model performs sentiment analysis and identifies user intent, providing insights into user communications and enhancing threat detection capabilities.

Career Highlights

Farshid Marbouti is currently employed at Capital One Services, LLC, where he applies his expertise in artificial intelligence and cybersecurity. His work focuses on developing advanced models that leverage machine learning to address complex security challenges.

Collaborations

Throughout his career, Farshid has collaborated with talented professionals, including Stephen Fletcher and Sarvani Kare, contributing to a dynamic and innovative work environment.

Conclusion

Farshid Marbouti's innovative work in cybersecurity and artificial intelligence has positioned him as a key figure in the industry. His patents reflect a commitment to enhancing security through advanced technology, making significant contributions to the field.