Taj Un Nisha N

Title: Taj Un Nisha N: Innovator in Malware Detection Using AI

Introduction

Taj Un Nisha N is a prominent inventor based in Tamil Nadu, India. He has made significant contributions to the field of technology, particularly in the area of malware detection. His innovative approach combines hardware performance counters with artificial intelligence to enhance the accuracy of malware classification.

Latest Patents

Taj holds a patent for a groundbreaking method and apparatus to identify hardware performance counter events for detecting and classifying malware or workload using artificial intelligence. This method involves generating a first set of hardware performance counter (HPC) events that are ranked based on their ability to profile a malware class. It also includes generating a second set of HPC event combinations and a third set of extended HPC event combinations. The process profiles malware events and benign applications to obtain detection accuracy parameters, applies a machine learning model for ranking, and utilizes a genetic algorithm to identify a subset of HPC events for effective malware detection and classification. He has 1 patent to his name.

Career Highlights

Taj is currently employed at Intel Corporation, where he continues to push the boundaries of technology. His work focuses on integrating advanced methodologies to improve cybersecurity measures. His innovative spirit and dedication to research have positioned him as a key player in his field.

Collaborations

Taj has collaborated with notable colleagues, including Deepak Kumar Mishra and Prajesh Ambili Rajendran. These collaborations have fostered a creative environment that encourages the exchange of ideas and advancements in technology.

Conclusion

Taj Un Nisha N is a visionary inventor whose work in malware detection using artificial intelligence is paving the way for future innovations in cybersecurity. His contributions are not only significant but also essential in the ongoing battle against cyber threats.