Shiri Gaber

Title: Shiri Gaber: Innovator in Machine Learning and Cybersecurity

Introduction

Shiri Gaber, a renowned inventor based in Beer Sheva, Israel, has made significant contributions to the fields of machine learning and cybersecurity. With an impressive portfolio of 18 patents, she has showcased her expertise and visionary approach in developing innovative solutions.

Latest Patents

Shiri’s latest patents reflect her commitment to advancing technology. One notable invention is the "Privacy Preserving Ensemble Learning as a Service." This method improves predictive accuracy by utilizing ensemble models, enabling the replacement of missing input features during predictions. Another significant patent is the "Cyber Immunity System as a Biological Self-Recognition Model on Operating Systems." This invention enhances data protection by learning normal device behavior through an anomaly detection engine, allowing for real-time threat detection based on deviations from this established behavior.

Career Highlights

Gaber is currently associated with EMC IP Holding Company LLC, where she continues to innovate and push the boundaries of technology. Her work focuses on creating systems that respond effectively to cybersecurity threats, helping to safeguard digital environments.

Collaborations

Throughout her career, Shiri has collaborated with talented professionals, including her coworkers Amihai Savir and Ohad Arnon. These partnerships have fostered an environment of creativity and innovation, leading to the successful development of cutting-edge technologies.

Conclusion

Shiri Gaber stands out as a prominent figure in innovation, particularly in the realms of machine learning and cybersecurity. Her patents underline her dedication to enhancing privacy and security in technology, making her a valuable contributor to the industry. With her expertise, she is paving the way for future advancements that will benefit society as a whole.