This inventor holds 1 USPTO granted patent. Top assignee: International Business Machines Corporation. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: The Innovative Contributions of Hannah Halin Kim
Introduction
Hannah Halin Kim is a prominent inventor based in New York, NY (US). She has made significant strides in the field of machine learning and image processing. Her work focuses on enhancing the security of image processing models against adversarial attacks.
Latest Patents
Hannah holds a patent for a groundbreaking invention titled "Patch-based adversarial attack detection and mitigation." This invention embodies a method that prevents patch-based adversarial attacks by processing a plurality of time-series images using a machine learning model. The model identifies anomalies that represent adversarial patch-based attacks. The invention modifies a subset of the time-series images based on the locality of the anomaly to mask it from detection by a trained image processing model. She has 1 patent to her name.
Career Highlights
Hannah is currently employed at International Business Machines Corporation, commonly known as IBM. Her role at IBM allows her to work on cutting-edge technologies and contribute to advancements in machine learning and image processing.
Collaborations
Hannah collaborates with talented individuals such as Celia Cintas and Girmaw Abebe Tadesse. Their teamwork fosters innovation and enhances the development of new technologies.
Conclusion
Hannah Halin Kim's contributions to the field of machine learning and her innovative patent demonstrate her commitment to advancing technology. Her work is paving the way for more secure image processing systems.