Luke Koch

Title: Innovations of Luke Koch

Introduction

Luke Koch is an accomplished inventor based in Oak Ridge, TN (US). He has made significant contributions to the field of cybersecurity through his innovative patent. His work focuses on adaptive malware binary rewriting, which addresses the growing challenges posed by malicious software.

Latest Patents

Luke Koch holds a patent for an adaptive malware writing system. This system includes a targeting engine that classifies malware candidates as either malicious or benign through a surrogate model. The surrogate model assigns a weight to each byte of the malware candidates using a saliency vector, resulting in a malware classification score. An alteration engine modifies the binary form of malware candidates identified as malicious by executing a functional analysis that traces application program interface calls and memory. The alteration engine then synthesizes the malware, and the analysis determines its operational status by comparing it to the original malware candidates.

Career Highlights

Luke Koch is currently employed at UT-Battelle, Inc., where he continues to develop innovative solutions in the field of cybersecurity. His work has garnered attention for its potential to enhance the security of computer systems against evolving malware threats.

Collaborations

Luke collaborates with various professionals in his field, including his coworker Jared M Smith. Their combined expertise contributes to the advancement of cybersecurity technologies.

Conclusion

Luke Koch's innovative work in adaptive malware binary rewriting showcases his commitment to improving cybersecurity. His contributions are vital in the ongoing battle against malware threats, and his patent reflects his expertise and dedication to this important field.