Jared M Smith

Title: Innovations by Inventor Jared M Smith

Introduction

Jared M Smith is a notable inventor based in Oak Ridge, TN (US). He has made significant contributions to the field of cybersecurity through his innovative patents. With a total of 5 patents, Smith has developed technologies that enhance user emulation and malware analysis.

Latest Patents

One of Smith's latest patents is focused on data-driven computer user emulation. This invention addresses the need for realistic user behavior in cyber-ranges, which are essential for testing intrusion detection systems and conducting training exercises. By utilizing probabilistic models fitted to actual user data, Smith's technology can generate novel sequences of actions that replicate real user behavior on end devices. This platform-agnostic approach allows for compatibility with various emulation software packages.

Another significant patent by Smith is the adaptive malware binary rewriting system. This system includes a targeting engine that classifies malware candidates as either malicious or benign. By employing a surrogate model, the system assigns weights to each byte of the malware candidates, resulting in a malware classification score. The alteration engine then modifies the binary form of the classified malware, ensuring that the synthesized malware is operational by comparing it to the original candidates.

Career Highlights

Jared M Smith works at UT-Battelle, Inc., where he continues to push the boundaries of cybersecurity innovation. His work has been instrumental in developing advanced methodologies for user emulation and malware analysis.

Collaborations

Smith collaborates with talented individuals such as Jordan A Johnson and Brian Weber, contributing to a dynamic and innovative work environment.

Conclusion

Jared M Smith's contributions to cybersecurity through his patents demonstrate his commitment to advancing technology in this critical field. His innovative approaches to user emulation and malware analysis are paving the way for more secure digital environments.