Xin Hu

Title: Innovations of Inventor Xin Hu

Introduction

Xin Hu is a notable inventor based in Ann Arbor, MI (US), recognized for his contributions to the field of computer security and malware detection. With a total of 10 patents, he has developed innovative methods and systems that enhance the identification and classification of malware.

Latest Patents

One of Xin Hu's latest patents is titled "Systems and methods for library function identification in automatic malware signature generation." This patent describes a computer-implemented method that facilitates automatic malware signature generation by disassembling malware programs and identifying byte sequences that represent library functions. The method aims to prevent these byte sequences from being included in malware signatures, thereby improving the accuracy of malware detection.

Another significant patent is "Encoding machine code instructions for static feature based malware clustering." This invention involves extracting machine language instruction sequences from computer files and encoding them into standardized opcode sequences. The standardized opcodes are of uniform length and exclude operands. A multi-dimensional vector is generated as a static feature for each file, allowing for the clustering of files based on similarities in their static features. This method enables the classification of unknown computer files by grouping them with similar files.

Career Highlights

Throughout his career, Xin Hu has worked with prominent companies such as Symantec Corporation and Samsung Electronics Co., Ltd. His experience in these organizations has contributed to his expertise in developing advanced technologies for malware detection and classification.

Collaborations

Xin Hu has collaborated with notable individuals in his field, including Kent E Griffin and Taejoon Park. These collaborations have further enriched his work and contributed to the development of innovative solutions in computer security.

Conclusion

Xin Hu's contributions to the field of computer security through his patents and collaborations highlight his role as a significant inventor. His innovative approaches to malware detection continue to influence the industry and enhance cybersecurity measures.