Makarand Bhonsle

Title: Makarand Bhonsle: Innovator in Cybersecurity

Introduction

Makarand Bhonsle is a notable inventor based in Mountain View, CA (US). He has made significant contributions to the field of cybersecurity through his innovative work in predictive modeling.

Latest Patents

Makarand holds a patent for a "Generative adversarial network based predictive model for collaborative intrusion detection systems." This patent describes methods for transferring knowledge of intrusion signatures from multiple software-defined data centers (SDDCs) to a centralized neural network. The centralized network is implemented as a generative adversarial neural network (GANN) that utilizes a multi-feed discriminator and a generator, which is trained from the discriminator. This innovative approach allows each convolutional neural network (CNN) in the SDDCs to learn from nearby intrusion detection systems, enhancing their ability to defend against distributed attacks.

Career Highlights

Makarand is currently employed at VMware, Inc., where he continues to develop cutting-edge technologies in cybersecurity. His work focuses on improving the effectiveness of intrusion detection systems through advanced machine learning techniques.

Collaborations

Makarand collaborates with talented professionals in his field, including Sirisha Myneni and Anirban Sengupta. Their combined expertise contributes to the advancement of cybersecurity solutions.

Conclusion

Makarand Bhonsle's innovative contributions to cybersecurity through his patent and work at VMware, Inc. highlight his role as a leading inventor in the field. His efforts in developing predictive models for intrusion detection systems are paving the way for more secure digital environments.