Mahmood Sharif

Title: Mahmood Sharif: Innovator in Malware Classification and Incident Remediation

Introduction

Mahmood Sharif is a notable inventor based in Pittsburgh, PA (US). He has made significant contributions to the field of cybersecurity, particularly in the development of systems and methods for training malware classifiers. With a total of 3 patents, his work has been instrumental in enhancing the security measures employed by various organizations.

Latest Patents

One of Mahmood's latest patents is titled "Systems and methods for training malware classifiers." This innovative method involves perturbing a binary file while maintaining its functionality, classifying the altered file with a machine learning classifier, and producing a transformed file through repeated perturbation and classification. The process culminates in training a second machine learning classifier with the transformed file to improve security measures.

Another significant patent is focused on the "Discovery of computer system incidents to be remediated based on correlation between support interaction data and computer system telemetry data." This method utilizes correlations between support interaction data and telemetry data to identify emerging incidents that require remediation. By extracting topics indicative of user problems and correlating them with relevant telemetry data, Mahmood's approach enables organizations to take proactive measures in addressing incidents.

Career Highlights

Throughout his career, Mahmood has worked with prominent companies in the cybersecurity sector, including Symantec Corporation and NortonLifeLock Inc. His experience in these organizations has allowed him to refine his skills and contribute to the development of cutting-edge security technologies.

Collaborations

Mahmood has collaborated with talented individuals in the field, including Kevin Alejandro Roundy and Acar Tamersoy. These collaborations have fostered innovation and have led to the successful development of various projects aimed at improving cybersecurity.

Conclusion

Mahmood Sharif's contributions to the field of cybersecurity through his patents and collaborations highlight his role as an influential inventor. His work continues to shape the landscape of malware classification and incident remediation, making significant strides in enhancing digital security.