Makoto Yamada

Title: Makoto Yamada: Innovator in Anomaly Detection Technology

Introduction

Makoto Yamada is a prominent inventor based in Kyoto, Japan. He has made significant contributions to the field of anomaly detection, particularly in communication network systems. His innovative approach has led to the development of a unique method and device for identifying anomalies in data transmission.

Latest Patents

Yamada holds a patent for an anomaly detection method and device. This method determines whether each frame in observation data, which consists of a collection of frames sent and received over a communication network, is anomalous. The process involves calculating the difference between the data distribution of a feature amount extracted from the frame and the data distribution for a collection of frames obtained at a different timing. A frame is classified as anomalous if the difference exceeds a predetermined value. Additionally, the method calculates the anomaly contribution level of feature amounts from the anomalous frame and outputs the corresponding anomalous payload part.

Career Highlights

Makoto Yamada is associated with Panasonic Intellectual Property Corporation of America, where he applies his expertise in developing advanced technologies. His work focuses on enhancing the reliability and efficiency of communication networks through innovative detection methods.

Collaborations

Yamada collaborates with notable colleagues, including Takamitsu Sasaki and Tomoyuki Haga. Their combined efforts contribute to the advancement of technology in their field.

Conclusion

Makoto Yamada's contributions to anomaly detection technology exemplify his innovative spirit and dedication to improving communication systems. His patent reflects a significant advancement in the ability to identify and address anomalies in data transmission.