Company Filing History:
Years Active: 2022-2024
Title: Innovations by Maximilien Servajean in Anomaly Detection
Introduction
Maximilien Servajean, an innovative inventor based in London, GB, has made significant contributions to the field of computer networks through his patented inventions. With a total of two patents to his name, he demonstrates a strong commitment to advancing technology and improving network security.
Latest Patents
His most recent patents focus on advanced methods of anomaly detection in computer networks. The first patent describes a method involving the clustering of time series data corresponding to network communication characteristics. This innovative approach includes training autoencoders for each cluster, generating reconstruction errors, and creating a probabilistic model to detect anomalies in network traffic efficiently.
The second patent details a similar method that enhances anomaly detection through autoencoder training. It includes receiving a new time series for a device, generating reconstruction error vectors, and using machine learning to filter out anomalous communications. These inventions represent cutting-edge advancements in identifying irregularities in network traffic, thereby improving the security and efficiency of computer networks.
Career Highlights
Maximilien Servajean is associated with British Telecommunications Public Limited Company, where he applies his expertise to enhance network technologies. His work primarily focuses on developing innovative solutions that address complex challenges related to network security and performance.
Collaborations
Throughout his career, Maximilien has collaborated with other talented individuals, including his coworker Yipeng Cheng. Together, they contribute to pushing the boundaries of network detection technologies, fostering a collaborative environment that encourages innovation and creativity.
Conclusion
Maximilien Servajean's contributions to the field of anomaly detection in computer networks are noteworthy. With his innovative patents and commitment to technology advancement, he continues to play a vital role in shaping the future of network security and operational efficiency.