Yair Allouche

Title: Yair Allouche: Innovator in Internet Protocol Classification and Anomaly Detection

Introduction

Yair Allouche, hailing from Dvira, Israel, is a distinguished inventor known for his contributions to technology through his innovative patents. With a remarkable portfolio of 12 patents, Allouche has established himself as a key figure in the realm of internet protocol classification and anomaly detection methodologies.

Latest Patents

One of Yair Allouche's noteworthy patents is focused on "Dynamic Computer-Based Internet Protocol Classification." This invention enhances internet protocol (IP) classification by utilizing an IP classifier to analyze a set of samples from a specific IP range. It effectively predicts whether an IP address is dynamic or static and integrates an error-correction tree to refine the classification process. Furthermore, the technology is adept at segmenting the IP range into smaller sub-ranges based on classification certainty thresholds.

Allouche's other significant patent revolves around "Anomaly Detection of Entity Behavior." This method involves receiving a dataset that illustrates how entities utilize certain objects within a computing resource. By extracting feature vectors that define this usage, the invention generates a feature matrix. It also involves assigning binary values to entries based on predefined usage thresholds and identifying k nearest neighbor entities to adjust the usage values, thus facilitating more accurate anomaly detection.

Career Highlights

Yair Allouche is currently associated with the International Business Machines Corporation (IBM). His extensive experience and expertise in the field of technology and innovation are reflected in his substantial patent portfolio, which is an asset to his company's ongoing technological advancements.

Collaborations

Throughout his career, Allouche has collaborated with esteemed colleagues such as Oded Margalit and Ravid Sagy. These partnerships have enabled him to further develop his ideas and contribute effectively to the technology sector, driving growth and innovation at IBM.

Conclusion

In summary, Yair Allouche stands out as a leading inventor with significant contributions to internet protocol classification and anomaly detection. His innovative patents not only showcase his technical acumen but also underline his commitment to enhancing technological capabilities within the industry. As he continues to develop groundbreaking solutions, Yair Allouche remains a vital figure in the landscape of modern inventions.