This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Nanjing Nari Information & Communication Technology Co., Ltd.. Active years: 2025.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2025
Title: Zengzhou Ma: Innovator in Electric Power System Security
Introduction
Zengzhou Ma is a prominent inventor based in Jiangsu, China. He has made significant contributions to the field of electric power system security through his innovative patent. His work focuses on enhancing the detection of complex multi-step attacks, which is crucial for maintaining the integrity of power systems.
Latest Patents
Zengzhou Ma holds a patent titled "Method and system for detecting complex multi-step attack in electric power system." This patent discloses a method that includes collecting interaction behavior data of a network entity. The data is preprocessed based on a heterogeneous graph to obtain input data. This input data is then utilized in a complex multi-step attack detection module to yield an attack detection result. The method involves extracting information from the interaction behavior data to construct nodes and edges of the heterogeneous graph. Timestamp information of a destination node and an adjacent source node is input into a Time2Vec layer to obtain a first time embedding representation. Data that fuses node feature information and the first time embedding representation is input into a Heteformer layer, resulting in a second node embedding representation that is used in the detection module.
Career Highlights
Zengzhou Ma is associated with Nanjing Nari Information & Communication Technology Co., Ltd., where he applies his expertise in electric power systems. His innovative approach to security in power systems has positioned him as a key figure in the industry.
Collaborations
Zengzhou Ma has collaborated with notable colleagues, including Weiyong Yang and Haotian Zhang. Their combined efforts contribute to advancements in the field of electric power system security.
Conclusion
Zengzhou Ma's innovative work in detecting complex multi-step attacks in electric power systems showcases his commitment to enhancing security measures in this critical sector. His contributions are vital for the ongoing development of reliable and secure power systems.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile