Prathap Adusumilli

Title: **Innovative Contributions of Prathap Adusumilli in Malware Detection**

Introduction

Prathap Adusumilli, based in Herndon, VA, is a prominent inventor with a significant portfolio of five patents. His work primarily focuses on advanced malware detection techniques that utilize innovative methodologies for feature selection and anomaly detection.

Latest Patents

Among his latest contributions is the patent for a malware detection system that employs training through automatic feature pruning in conjunction with anomaly detection of execution graphs. This sophisticated threat detection system operates autonomously, determining the optimal set of features for training a classifier without the need for expert-level intervention. By harnessing execution graphs, which offer a richer representation of runtime execution behavior compared to conventional trace files, the system captures interdependencies and provides insights into anomalous behaviors. This automated approach significantly enhances the efficacy of signature-less malware detection, achieving desired accuracy levels through an intelligent learning process.

Career Highlights

Prathap has made meaningful contributions to the cybersecurity field during his time with notable companies such as Novell, Inc. and ThreatTrack Security, Inc. His innovative solutions have advanced the methodologies utilized in detecting and mitigating malware threats, positioning him as a thought leader in this critical area of technology.

Collaborations

Throughout his career, Prathap Adusumilli has collaborated with esteemed colleagues, including Paul Apostolescu and John Melvin Antony. These collaborations have led to the development of groundbreaking technologies and have fostered an environment of innovation within the teams he has been part of.

Conclusion

Prathap Adusumilli continues to push the boundaries of technology with his innovative contributions to malware detection. His advancements not only underscore his inventiveness but also play a critical role in the ongoing battle against cyber threats, ensuring a safer digital environment for users and organizations alike.