Company Filing History:
Years Active: 2023-2025
Title: Innovations by Ajaya Neupane
Introduction
Ajaya Neupane is an accomplished inventor based in San Jose, CA. He has made significant contributions to the field of cybersecurity, particularly in the detection of malicious protocol data units. With a total of 4 patents to his name, Neupane's work is at the forefront of innovative solutions in the tech industry.
Latest Patents
Neupane's latest patents include groundbreaking technologies aimed at enhancing cybersecurity measures. One of his notable inventions is the "Adversarial training for malicious protocol data unit detection with field value perturbations." This patent describes a modular adversarial training data generator that creates adversarial training data for machine learning models. The generator simulates high-volume cyberattacks by perturbing protocol data units to evade detection systems. It specifically focuses on Hypertext Transfer Protocol (HTTP) PDUs, employing techniques such as rearranging and replacing HTTP header field values to generate effective adversarial training data.
Another significant patent is the "Cobalt Strike Beacon HTTP C2 heuristic detection." This invention outlines a system for monitoring HTTP network traffic at a firewall. It includes prefiltering the monitored traffic to identify potential Cobalt Strike Beacon HTTP C2 traffic activity based on various heuristics. The system is designed to take action in response to detected malicious activities, thereby enhancing network security.
Career Highlights
Ajaya Neupane is currently employed at Palo Alto Networks, Inc., a leading cybersecurity company. His role involves developing innovative solutions to combat cyber threats and improve the security of network systems. Neupane's expertise in machine learning and cybersecurity has positioned him as a key player in the industry.
Collaborations
Throughout his career, Neupane has collaborated with talented individuals such as Yu Fu and Shengming Xu. These collaborations have contributed to the development of advanced technologies in the field of cybersecurity.
Conclusion
Ajaya Neupane's contributions to cybersecurity through his innovative patents demonstrate his commitment to enhancing network security. His work at Palo Alto Networks, Inc. continues to influence the industry positively.