This inventor holds 2 USPTO granted patents. Top assignee: Trend Micro Inc.. Active years: 2016-2023.
Company Filing History:
Years Active: 2016-2023
Title: Po-I Wang: Innovator in Machine Learning and Cybersecurity
Introduction
Po-I Wang is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the fields of machine learning and cybersecurity. With a total of 2 patents, Wang's work focuses on enhancing the detection of malicious codes and improving machine learning systems.
Latest Patents
Wang's latest patents include a "Context-aware machine learning system" and "Locality-sensitive hash-based detection of malicious codes." The context-aware machine learning system utilizes multiple models to analyze target objects, such as files, by scanning for machine learning features. It employs context information and threat intelligence to select the appropriate model for making predictions about the target object's safety. The system ultimately determines whether to allow or block the object based on its assessment of potential threats.
The locality-sensitive hash-based detection patent addresses the challenge of identifying malicious code within binary data. This process involves disassembling machine language instructions into assembly language instructions, normalizing opcodes, and forming groups to detect malicious code. By calculating locality-sensitive hashes for these groups and comparing them to known malicious instructions, the system effectively identifies threats in binary data.
Career Highlights
Po-I Wang is currently employed at Trend Micro Inc., a leading cybersecurity company. His work at Trend Micro has allowed him to focus on innovative solutions that enhance the security of digital environments. Wang's expertise in machine learning and cybersecurity has positioned him as a valuable asset in the industry.
Collaborations
Wang collaborates with talented colleagues, including Hsiang-An Feng and Ming-Chin Zhuang. Their combined efforts contribute to the advancement of cybersecurity technologies and the development of effective machine learning applications.
Conclusion
Po-I Wang's contributions to machine learning and cybersecurity demonstrate his commitment to innovation and safety in the digital realm. His patents reflect a deep understanding of the complexities involved in detecting threats and improving machine learning systems. Wang's work continues to influence the field and enhance the security measures employed by organizations worldwide.