Ameya M Sanzgiri

Title: Ameya M Sanzgiri: Innovator in IoT and Malware Classification Technologies

Introduction

Ameya M Sanzgiri is a prominent inventor based in Fremont, CA, known for his contributions to the fields of Internet of Things (IoT) and malware classification. With a total of 6 patents to his name, Sanzgiri has made significant strides in developing methods and apparatus that enhance the security and functionality of IoT devices.

Latest Patents

One of Sanzgiri's latest patents is titled "Methods and apparatus for detecting anomalous activity of an IoT device." This invention discloses a system that includes a communications aggregator, a statistical property extractor, an image generator, a persona identifier, and a machine learning model trainer. Together, these components work to detect unusual activities in IoT devices by analyzing communication patterns and training machine learning models.

Another notable patent is "Methods and apparatus for unknown sample classification using agglomerative clustering." This invention focuses on classifying unknown samples by extracting features from source code and generating a dendrogram to represent sample clusters. The system identifies similarities between unknown samples and known malware families, providing valuable metadata for classification purposes.

Career Highlights

Ameya Sanzgiri currently works at McAfee, Inc., where he applies his expertise in cybersecurity and machine learning. His innovative work has positioned him as a key player in the development of advanced security solutions for IoT devices and malware detection.

Collaborations

Sanzgiri collaborates with talented professionals in his field, including Yi Zheng and Rahul Deshpande. These partnerships enhance the research and development efforts at McAfee, Inc., leading to groundbreaking advancements in technology.

Conclusion

Ameya M Sanzgiri is a distinguished inventor whose work in IoT and malware classification continues to shape the future of cybersecurity. His innovative patents and collaborations reflect his commitment to enhancing technology and security in an increasingly connected world.