Company Filing History:
Years Active: 2022-2024
Title: Innovations of Wei Ding in Anomaly Detection
Introduction
Wei Ding is an accomplished inventor based in Issaquah, WA (US). He has made significant contributions to the field of computing, particularly in the area of anomaly detection. With a total of 2 patents, his work focuses on enhancing the security and efficiency of cloud storage services.
Latest Patents
Wei Ding's latest patents include "Detecting anomalous storage service events using autoencoders" and "Detecting anomalous events using autoencoders." The first patent describes techniques for identifying anomalous events associated with an object storage service in a cloud provider network. This is achieved through a variational autoencoder model that utilizes pre-trained embeddings for selected features of events. The model encodes data into a latent space and reconstructs approximations of the data, allowing for the identification of unauthorized or abusive behavior related to storage resources.
The second patent presents methods for monitoring a computing environment for anomalous activity. It involves generating a normalcy score for requests made within the computing environment by encoding the request into a latent space code. This process helps in determining the likelihood that the request attributes exist in a dataset of non-anomalous activity. Based on the normalcy score, actions can be taken to either allow or block requests that may be potentially anomalous.
Career Highlights
Wei Ding is currently employed at Amazon Technologies, Inc., where he applies his expertise in anomaly detection to improve cloud services. His innovative approaches have contributed to the development of more secure and reliable computing environments.
Collaborations
Throughout his career, Wei has collaborated with notable colleagues, including Baris Coskun and Luca Melis. These collaborations have fostered a productive environment for innovation and research.
Conclusion
Wei Ding's contributions to the field of anomaly detection through his patents demonstrate his commitment to advancing technology in cloud computing. His work not only enhances security but also improves the overall efficiency of storage services.