Company Filing History:
Years Active: 2022-2024
Title: Arkady Miasnikov: Innovator in Endpoint Behavior Detection
Introduction
Arkady Miasnikov is a notable inventor based in Netanya, Israel. He has made significant contributions to the field of cybersecurity, particularly in the detection of abnormal endpoint behavior. With a total of 2 patents to his name, Miasnikov's work is instrumental in enhancing the security measures of modern technology.
Latest Patents
Miasnikov's latest patents focus on context-informed abnormal endpoint behavior detection. This innovative approach involves generating adaptive normal profiles at a hierarchical scope that corresponds to a set of endpoints and processes. The detection of abnormal endpoint activity is achieved by verifying whether event data tracking activity aligns with these adaptive normal profiles. To minimize false positives, alarms are verified against normal endpoint activity. Abnormal event data is then forwarded to a causality chain identifier, which identifies abnormal chains of processes related to the detected endpoint activity. A trained threat detection model receives these abnormal causality chains and assesses the likelihood of them corresponding to a malicious attack, thereby indicating abnormal endpoint behavior.
Career Highlights
Miasnikov is currently employed at Palo Alto Networks, Inc., a leading company in cybersecurity solutions. His work at this organization has allowed him to apply his innovative ideas in a practical setting, contributing to the development of advanced security technologies.
Collaborations
Throughout his career, Miasnikov has collaborated with talented professionals such as Shai Meir and Dany Cohen. These collaborations have fostered an environment of innovation and creativity, leading to the development of cutting-edge solutions in the field of cybersecurity.
Conclusion
Arkady Miasnikov's contributions to endpoint behavior detection exemplify the importance of innovation in cybersecurity. His patents and work at Palo Alto Networks, Inc. highlight his commitment to enhancing security measures in technology.