Company Filing History:
Years Active: 2024-2025
Title: Felix Schwyzer: Innovator in Data Classification Technologies
Introduction
Felix Schwyzer is a prominent inventor based in Berlin, Germany. He has made significant contributions to the field of data classification, holding a total of 3 patents. His work focuses on enhancing the efficiency and accuracy of data processing through innovative machine learning techniques.
Latest Patents
Felix's latest patents include groundbreaking technologies such as "Data prefiltering for large scale data classification." This patent discloses techniques for training a machine learning model to classify data elements effectively. The model can be applied to a first data volume, leading to the identification of relevant classifications. The identified data elements are then utilized to configure a prefilter, which is applied to a second data volume to isolate similar filtered data elements for further classification.
Another notable patent is "Injected byte buffer data classification." This invention outlines methods and systems for detecting process injection events. A security agent gathers byte buffer data associated with these events and sends it to a security service that employs a trained transformer type neural network machine learning model. This model analyzes the byte buffer data and generates a classification output, indicating the probability of the data being linked to a malicious process injection.
Career Highlights
Felix Schwyzer is currently employed at CrowdStrike, Inc., a leading cybersecurity company. His role involves leveraging his expertise in machine learning and data classification to develop innovative solutions that enhance security measures against cyber threats.
Collaborations
Felix has collaborated with talented professionals such as Florian Stortz and Marian Radu. These collaborations have fostered a creative environment that encourages the development of cutting-edge technologies in data classification.
Conclusion
Felix Schwyzer is a distinguished inventor whose work in data classification technologies has made a significant impact in the field. His innovative patents and contributions to CrowdStrike, Inc. highlight his commitment to advancing cybersecurity through machine learning.