Company Filing History:
Years Active: 2019-2022
Title: Eric Erkon Hsin: Innovator in Image Analysis and Data Protection
Introduction
Eric Erkon Hsin is a notable inventor based in Seattle, WA (US). He has made significant contributions to the fields of image analysis and data protection, holding a total of 4 patents. His innovative work focuses on automated detection of tampered images and systems for protecting data.
Latest Patents
One of Hsin's latest patents is titled "Automated detection of tampered images." This invention involves a content analyzer that determines whether various types of modifications have been made to images. The content analyzer computes JPEG ghosts from the images that are concatenated with the image channels to generate a feature vector. This feature vector is then provided as input to a neural network that assesses whether modifications have occurred. The neural network may include a constrained convolution layer along with several unconstrained convolution layers. Additionally, an image fake model can be applied to ascertain whether the image was generated using a computer model or algorithm.
Another significant patent is "Systems and methods for protecting data." This invention encompasses systems, methods, and non-transitory computer-readable media that can be configured to train a featurizer based on a set of training data. The featurizer can be applied to at least one input to generate at least one tensor, which obfuscates or excludes at least one feature in the input.
Career Highlights
Eric Hsin has worked with prominent companies such as Facebook, Inc. and Meta Platforms, Inc. His experience in these leading tech firms has allowed him to develop and refine his innovative ideas in image analysis and data protection.
Collaborations
Throughout his career, Hsin has collaborated with talented individuals, including Brian Dolhansky and Cristian Canton Ferrer. These collaborations have contributed to the advancement of his projects and innovations.
Conclusion
Eric Erkon Hsin is a distinguished inventor whose work in automated image analysis and data protection has made a significant impact in the tech industry. His patents reflect his commitment to innovation and excellence in his field.