Kyle Proctor

Title: Innovations by Inventor Kyle Proctor

Introduction

Kyle Proctor is an accomplished inventor based in Holly, MI (US). He has made significant contributions to the field of endpoint detection and response (EDR) systems, particularly through his innovative use of machine learning techniques. With a total of 2 patents, Proctor's work focuses on enhancing the efficiency and effectiveness of security alert management.

Latest Patents

Proctor's latest patents include groundbreaking technologies aimed at improving threat response in EDR systems. One of his notable inventions is the "Auto-detection of observables and auto-disposition of alerts in an endpoint detection and response (EDR) system using machine learning." This technique utilizes a combination of automated observable detection, threat intelligence enrichment, graph analysis, and supervised machine learning to predict analyst behavior in classifying EDR alerts. The system can either automate the suppression of alerts classified with high confidence or provide recommendations to analysts for alerts that require further examination. This innovation significantly reduces the overall workload for analysts while enhancing the alert handling process.

Another important patent is the "Similarity analysis for automated disposition of security alerts." This method involves a threat similarity analysis system that receives security alerts and performs a similarity analysis using a machine learning model. By comparing current alerts with previous ones, the system can determine if they belong to the same security incident, thereby streamlining the incident response process.

Career Highlights

Kyle Proctor is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative solutions in cybersecurity. His work has been instrumental in advancing the capabilities of EDR systems, making them more responsive and efficient in handling security threats.

Collaborations

Proctor collaborates with talented individuals such as Aankur Bhatia and Gary I Givental, contributing to a dynamic team focused on pushing the boundaries of technology in the cybersecurity domain.

Conclusion

Kyle Proctor's contributions to the field of cybersecurity through his innovative patents demonstrate his commitment to enhancing security systems. His work not only improves the efficiency of threat response but also supports analysts in managing alerts more effectively.