Malak Alshawabkeh

Title: Malak Alshawabkeh: Innovator in Intrusion Detection Systems

Introduction

Malak Alshawabkeh is a prominent inventor based in Quincy, MA (US). She has made significant contributions to the field of cybersecurity, particularly in the development of intrusion detection systems. Her innovative approach combines machine learning with virtual machine monitoring to enhance security measures.

Latest Patents

Malak holds a patent for a VMM-based intrusion detection system. This system collects architectural level events from a Virtual Machine Monitor, where the collected events represent the operation of a corresponding Virtual Machine. The events are consolidated into features that are compared with features from a known normal operating system. If the amount of any differences between the collected features and the normal features exceeds a threshold value, a compromised Virtual Machine may be indicated. The comparison thresholds are determined by training on normal and abnormal systems and analyzing the collected events with machine learning algorithms to arrive at a model of normal operation. She has 1 patent to her name.

Career Highlights

Malak is currently affiliated with Northeastern University, where she continues her research and development in cybersecurity. Her work focuses on creating advanced systems that can detect and respond to potential threats in real-time.

Collaborations

Malak has collaborated with notable colleagues, including Micha Moffie and David Kaeli, to further her research and enhance the effectiveness of her inventions.

Conclusion

Malak Alshawabkeh is a trailblazer in the field of intrusion detection systems, combining her expertise in machine learning and cybersecurity to create innovative solutions. Her contributions are paving the way for more secure virtual environments.