Company Filing History:
Years Active: 2023-2024
Title: Hyeong Jin Byeon: Innovator in Malware Detection and Document Analysis
Introduction
Hyeong Jin Byeon is a notable inventor based in Seoul, South Korea. He has made significant contributions to the fields of malware detection and document analysis through his innovative patents. With a total of 3 patents, his work reflects a deep understanding of technology and its applications in cybersecurity and natural language processing.
Latest Patents
Hyeong Jin Byeon's latest patents include an apparatus for generating a signature that reflects the similarity of a malware detection and classification system based on deep neural networks. This invention comprises a pre-processing unit that generates an input vector from input information, a classification unit that calculates a latent vector indicating the similarity between malware classifications and the input vector, and a signature generation unit that produces a binary vector signature of the malware.
Another significant patent is an apparatus for detecting contextually-anomalous sentences in documents. This invention includes a sentence encoder for encoding individual sentences, a context embedder neural network for converting encoding vectors into embedding vectors, and a context anomaly detector neural network for identifying anomalous sentences within the document data.
Career Highlights
Hyeong Jin Byeon has worked with prominent companies such as Estsecurity Corp. and Estsoft Corp. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology and security.
Collaborations
Some of his notable coworkers include Ui Jung Chung and Won Kyung Lee. Their collaboration has likely fostered a creative environment that encourages innovation and the development of cutting-edge technologies.
Conclusion
Hyeong Jin Byeon stands out as a significant figure in the realm of technology, particularly in malware detection and document analysis. His patents demonstrate a commitment to enhancing cybersecurity and improving the understanding of language processing. His contributions are invaluable to the ongoing evolution of these fields.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.