Location History:
- New Taipei, TW (2019 - 2020)
- Taipei, TW (2022)
Company Filing History:
Years Active: 2019-2022
Title: Tse-Yung Huang: Innovator in Transfer Model Training and Container Behavior Identification
Introduction
Tse-Yung Huang is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the fields of model training systems and container behavior identification. With a total of 3 patents, his work showcases innovative solutions that address contemporary challenges in technology and security.
Latest Patents
One of his latest patents is a "Transfer model training system and method." This system includes a memory and a processor that work together to train transfer models. The memory stores instructions, while the processor retrieves raw datasets from a first-type device to train a feature extraction model, a transfer feature, and a preliminary classify model. The processor then transfers these models to a manufacturer's host, allowing for direct application and retraining based on practical datasets.
Another notable patent is the "Computer device and method of identifying whether container behavior thereof is abnormal." This invention provides a computer device that detects container behavior over a time interval. It identifies abnormal behavior using a container behavior identification module, which helps determine potential intrusions. Additionally, a decoy container can be utilized to attract potential threats, thereby reducing the risk of attacks.
Career Highlights
Tse-Yung Huang is affiliated with the Institute for Information Industry, where he continues to develop innovative technologies. His work has garnered attention for its practical applications and contributions to enhancing security measures in various industries.
Collaborations
He has collaborated with notable coworkers, including Chin-Wei Tien and Chia-Wei Tien, further enriching his research and development efforts.
Conclusion
Tse-Yung Huang's innovative patents and contributions to technology demonstrate his commitment to advancing the fields of model training and security. His work not only addresses current challenges but also paves the way for future advancements in these areas.