Tajuddin Manhar Mohammed

Title: Innovations of Tajuddin Manhar Mohammed

Introduction

Tajuddin Manhar Mohammed is a notable inventor based in Goleta, California. He has made significant contributions to the field of technology, particularly in malware detection and image analysis. With a total of four patents to his name, his work reflects a deep understanding of both computer science and artificial intelligence.

Latest Patents

One of his latest patents is focused on malware detection using frequency domain-based image visualization and deep learning. This innovative system is designed to access a computer file, generate an initial image of the file, and determine a frequency count of bi-grams within it. The process includes computing a discrete cosine transform (DCT) of the frequency count, generating a second image based on this DCT, and analyzing both images using an image classification neural network to classify the computer file.

Another significant patent involves detecting digital human face image manipulations. This system describes methods and devices for identifying images generated by Generative Adversarial Networks (GANs). The process includes receiving an image, generating co-occurrence matrices for its color channels, and analyzing the image using a convolutional neural network trained to assess image features based on these matrices. The outcome determines whether the image is GAN-generated.

Career Highlights

Tajuddin is currently employed at Mayachitra, Inc., where he continues to innovate and develop cutting-edge technologies. His work has positioned him as a key player in the field of image processing and cybersecurity.

Collaborations

He collaborates with talented individuals such as Bangalore S Manjunath and Shivkumar Chandrasekaran, contributing to a dynamic and innovative work environment.

Conclusion

Tajuddin Manhar Mohammed's contributions to technology through his patents demonstrate his expertise and commitment to advancing the fields of malware detection and image analysis. His work continues to influence the industry and pave the way for future innovations.