Company Filing History:
Years Active: 2017-2025
Title: Eitan Menahem: Innovator in Cybersecurity and Classification Systems
Introduction
Eitan Menahem is a prominent inventor based in Beer Sheva, Israel. He has made significant contributions to the fields of cybersecurity and classification systems, holding a total of 15 patents. His work focuses on optimizing classification schemas and automating labeling processes for cybersecurity incidents.
Latest Patents
One of Eitan's latest patents is titled "Optimizing cascade of classifiers schema using genetic search." This patent discloses a system and method for training and classification using an optimized classification schema that employs an ensemble of cascaded classifiers. Each classifier in the cascade is characterized by a set of parameters, and those not positioned first in the cascade are associated with thresholds that determine their execution based on confidence measures computed by preceding classifiers. The optimization process utilizes a genetic algorithm applied to ensembles of classification and parameters, creating a pool of ensembles and associated scores based on classification quality and cost.
Another notable patent is "Label recommendation for cybersecurity content." This patent describes techniques for the automated labeling of cybersecurity incidents. The methods include generating a set of labels for a received incident based on its features, prioritizing these labels to create a subset, and associating this subset with the incident.
Career Highlights
Eitan Menahem is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and develop advanced technologies. His work at IBM has allowed him to collaborate with other talented professionals in the field.
Collaborations
Eitan has worked alongside notable colleagues such as Andrey Finkelshtein and Bar Haim, contributing to various projects and advancements in technology.
Conclusion
Eitan Menahem is a distinguished inventor whose work in optimizing classification systems and cybersecurity labeling techniques has made a significant impact in his field. His contributions continue to shape the future of technology and innovation.
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