Xiaorui Pan

Title: Innovations of Xiaorui Pan in Computer Security

Introduction

Xiaorui Pan is an accomplished inventor based in San Jose, California. He has made significant contributions to the field of computer security through his innovative patent. His work focuses on understanding user behavior in computer systems, which is crucial for enhancing security measures.

Latest Patents

Xiaorui Pan holds a patent titled "Characterizing user behavior in a computer system by automated learning of intention embedded in a system-generated event graph." This patent describes an automated technique for security monitoring that utilizes a labeled semi-directed temporal graph derived from system-generated events. The method involves mining the temporal graph to derive process-centric subgraphs, which consist of events related to specific processes. By identifying atomic operations shared by these processes, the approach reconstructs the temporal graph, enabling the detection of potential malicious behaviors through machine learning techniques.

Career Highlights

Xiaorui Pan is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative solutions in the realm of computer security. His expertise in automated learning and intention recognition has positioned him as a valuable asset in his field.

Collaborations

Xiaorui has collaborated with notable colleagues, including Xiaokui Shu and Dhilung Hang Kirat, to further advance research and development in computer security technologies.

Conclusion

Xiaorui Pan's contributions to the field of computer security through his innovative patent demonstrate his commitment to enhancing user safety in digital environments. His work continues to influence the development of advanced security monitoring techniques.