This inventor holds 4 USPTO granted patents. Top assignee: International Business Machines Corporation. Active years: 2023-2025.
Company Filing History:
Years Active: 2023-2025
Title: Innovations of Chao-Min Chang
Introduction
Chao-Min Chang is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the field of machine learning and cybersecurity through his innovative patents. With a total of 4 patents, Chang continues to push the boundaries of technology.
Latest Patents
One of his latest patents is titled "Multi-class classification using a dual model." This invention outlines a method for receiving a full training data set that includes multiple individual training data sets. It involves dividing these sets into N classes, where N is greater than three, and further categorizing them into M full data classes and N-M partial data classes. The process includes training to obtain a fixed-size machine learning classification model and an in-class confidence model, ultimately outputting prediction values based on the training performance.
Another notable patent is "Inline detection and prevention of adversarial attacks." This invention describes a processor that generates an enforcement point, which includes adversarial detection models. The processor analyzes user input data to determine if there is an adversarial attack present. If detected, it generates an alert based on the analysis.
Career Highlights
Chao-Min Chang is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in machine learning and cybersecurity. His work at IBM has allowed him to develop cutting-edge technologies that enhance data security and classification processes.
Collaborations
Chang collaborates with talented individuals such as Bo-Yu Kuo and Kuei-Ching Lee. Their combined efforts contribute to the advancement of innovative solutions in their respective fields.
Conclusion
Chao-Min Chang is a distinguished inventor whose work in machine learning and cybersecurity has led to valuable patents. His contributions continue to shape the future of technology and enhance data protection measures.