Sorcha Bairbre Healy

Title: Sorcha Bairbre Healy: Innovator in Malware Detection

Introduction

Sorcha Bairbre Healy, an accomplished inventor from County Cork, Ireland, has made significant strides in the field of cybersecurity through her innovative inventions. With a total of six patents to her name, she focuses on developing methods and apparatuses aimed at improving malware detection and classification.

Latest Patents

Among her most notable patents are:

1. **Methods and apparatus to detect malware using micro-forests with customer trust seeds** - This invention discloses a sophisticated approach to malware detection that utilizes micro-forests combined with customer trust seeds. The technique employs processor circuitry to perform multiple operations to instantiate classifier circuitry. It leverages sample comparison and distance value calculations to enhance the accuracy of malware classification, ultimately improving the system’s reliability by correcting false positives.

2. **Apparatus and methods to classify malware with explainability using artificial intelligence models** - This patent outlines a system that enhances malware classification while providing an explanation for its decisions. It involves generating feature vectors, training a neural network model, and deploying a validated hybrid model that serves as a malware classifier. This classifier is designed to provide understandable classifications in response to user inputs, contributing significantly to the field of explainable AI in cybersecurity.

Career Highlights

Healy has held key positions at renowned companies such as McAfee, Inc. and Musarubra US LLC. Her work at these organizations has not only bolstered her reputation within the industry but also allowed her to push the boundaries of what is possible in malware detection.

Collaborations

Throughout her career, Sorcha has collaborated with esteemed individuals like Gerard Donal Murphy and Steven L Grobman. Such partnerships have played a crucial role in her innovative process, facilitating the exchange of ideas and expertise that have led to meaningful advancements in her field.

Conclusion

Sorcha Bairbre Healy exemplifies the spirit of innovation in cybersecurity. Through her patents and collaboration with leading professionals, she continues to make a significant impact on the methods used to combat malware. Her work not only enhances security measures but also paves the way for future innovations in the realm of artificial intelligence and cybersecurity.