Chin-Wei Tien

Title: Innovations of Chin-Wei Tien

Introduction

Chin-Wei Tien is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the field of technology, particularly in the areas of fuzz testing and model training systems. With a total of 11 patents to his name, Tien continues to push the boundaries of innovation.

Latest Patents

One of his latest inventions is the "Fuzz Testing Apparatus and Fuzz Testing Method." This apparatus transmits a plurality of packets to the device under test (DUT) and calculates various metrics, including the probability of abnormal states and response times. It estimates the maximum quantity of packets that can be sent to the DUT based on these calculations, ultimately determining a set of test packets from a pool of candidates.

Another notable patent is the "Transfer Model Training System and Method." This system includes a memory and a processor that work together to train transfer models. The processor retrieves raw datasets from a first-type device and trains a feature extraction model, a transfer feature, and a preliminary classify model. The trained models are then transferred to a manufacturer's host for practical application and further adaptation.

Career Highlights

Chin-Wei Tien is affiliated with the Institute for Information Industry, where he applies his expertise in developing innovative solutions. His work has garnered attention for its practical applications in technology and software testing.

Collaborations

Some of his notable coworkers include Chia-Wei Tien and Chih-Hung Lin, who contribute to the collaborative environment that fosters innovation at the Institute for Information Industry.

Conclusion

Chin-Wei Tien's contributions to technology through his patents and collaborative efforts highlight his role as a key innovator in the field. His work continues to influence advancements in fuzz testing and model training systems.