Nikos Karampatziakis

Title: Nikos Karampatziakis: Innovator in Malware Classification

Introduction

Nikos Karampatziakis is a notable inventor based in Ithaca, NY (US). He has made significant contributions to the field of cybersecurity, particularly in malware classification. His innovative approach aims to enhance the reliability of automated malware detection systems.

Latest Patents

Nikos holds a patent for "Graph-based malware classification based on file relationships." This patent presents a reliable automated malware classification approach with substantially low false positive rates. By utilizing graph-based local and/or global file relationships, his method improves malware classification through a feature selection algorithm. The approach considers various file relationships, such as containing, creating, copying, downloading, and modifying, to assign malware probabilities while simultaneously reducing false positive and false negative rates on executable files. He has 1 patent to his name.

Career Highlights

Nikos is currently associated with Microsoft Technology Licensing, LLC, where he continues to work on innovative solutions in technology. His expertise in malware classification has positioned him as a valuable asset in the field of cybersecurity.

Collaborations

Throughout his career, Nikos has collaborated with notable professionals, including Jack W. Stokes and John Carlton Platt. These collaborations have further enriched his work and contributed to advancements in malware detection technologies.

Conclusion

Nikos Karampatziakis is a pioneering inventor whose work in malware classification is making a significant impact in cybersecurity. His innovative patent demonstrates a commitment to improving automated detection systems, ultimately enhancing the security landscape.