Company Filing History:
Years Active: 2022-2024
Title: Neil Caithness: Innovator in Cybersecurity Solutions
Introduction
Neil Caithness is a prominent inventor based in London, GB. He has made significant contributions to the field of cybersecurity through his innovative methods for detecting potential threats. With a total of 2 patents to his name, Caithness is recognized for his expertise in developing advanced technological solutions.
Latest Patents
One of Neil Caithness's latest patents focuses on anomaly detection through a computer-implemented method. This method is designed to detect potential cybersecurity threats from collected data pertaining to a monitored network. The collected data includes both network data and endpoint data. The process involves structuring the collected data into at least one data matrix, where each row represents a datapoint and each column corresponds to a feature. The method identifies one or more datapoints as anomalous, thereby detecting potential cybersecurity threats. Additionally, it extracts causal information about the anomalous datapoint based on an angular relationship between a second-pass coordinate vector of the anomalous datapoint and a second-pass coordinate vector of one or more features. The second-pass coordinate vectors are determined by applying a second-pass singular value decomposition (SVD) to a residuals matrix, which is computed between the data matrix and an approximation of the data matrix using a first-pass truncated SVD.
Career Highlights
Neil Caithness currently works at Senseon Tech Ltd., where he continues to innovate in the cybersecurity domain. His work is characterized by a commitment to enhancing the security of monitored networks through advanced data analysis techniques. His contributions have positioned him as a key figure in the development of effective cybersecurity measures.
Collaborations
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Conclusion
Neil Caithness is a notable inventor whose work in cybersecurity has led to the development of advanced methods for threat detection. His innovative approaches continue to shape the landscape of cybersecurity technology.