Company Filing History:
Years Active: 2017
Title: Innovations by Sachin Nayyar
Introduction
Sachin Nayyar is an accomplished inventor based in Los Angeles, CA. He has made significant contributions to the field of threat assessment and anomaly detection through his innovative patents. With a total of two patents to his name, Nayyar's work focuses on enhancing security measures in computer networks.
Latest Patents
Nayyar's latest patents include "Risk Scoring for Threat Assessment" and "Anomaly Detection Using Adaptive Behavioral Profiles." The first patent addresses the detection and assessment of threat risks to enterprises by assembling singular threats identified through both direct and behavioral indicators. This process creates composite threats that amplify risks along known attack kill chains for early detection. The composite threat risk scores are computed from singular threat risk scores, increasing exponentially with the number of observed events. This method combines these scores with normalized values of static and inherent risks to produce an overall entity risk score.
The second patent focuses on detecting anomalous activities in computer networks using adaptive behavioral profiles. These profiles are created by measuring observables related to behavioral indicators over time. Normal kernel distributions are established around each measurement point, and the profiles are automatically generated using a Gaussian kernel density estimation process. This approach adapts behavioral profiles periodically, emphasizing current data while de-emphasizing older data. The resulting anomaly probability profile is used to assess the likelihood that a behavior indicator signifies a threat, achieving a low false positive rate.
Career Highlights
Nayyar is currently employed at Securonix, Inc., where he continues to develop innovative solutions for cybersecurity challenges. His expertise in threat assessment and anomaly detection has positioned him as a key player in the industry.
Collaborations
Some of Nayyar's notable coworkers include Igor Baikalov and Tanuj Gulati, who contribute to the collaborative environment at Securonix, Inc. Their combined efforts enhance the company's ability to address complex security issues.
Conclusion
Sachin Nayyar's contributions to the fields of threat assessment and anomaly detection through his patents demonstrate his commitment to advancing cybersecurity. His work at Securonix, Inc. continues to influence the industry positively.