Company Filing History:
Years Active: 2023-2024
Title: Raphaelle Delpont: Innovator in Cybersecurity
Introduction
Raphaelle Delpont is a notable inventor based in San Francisco, CA. He has made significant contributions to the field of cybersecurity through his innovative patent. His work focuses on enhancing the detection of cyberattacks using advanced machine learning techniques.
Latest Patents
Delpont holds a patent for "Anomalous connection detection using combination of online machine learning models." This patent describes systems and methods for implementing a cyberattack detection system that monitors computer networks for suspected lateral movement. The system employs multiple machine learning models to analyze connection data and identify anomalies in network behavior. The models are updated incrementally using online machine learning methods, allowing for constant time and memory performance. The patent outlines the use of an incremental matrix factorization model and a connection count fitting model to generate anomaly scores for each connection. Connection paths are constructed for acyclic sequences of time-ordered connections, which are evaluated based on their individual anomaly scores. Paths that meet a detection criterion are reported to analysts for further review. The continuous updating of detection models based on newly observed data enhances the system's effectiveness.
Career Highlights
Delpont is currently employed at Rapid7, Inc., where he applies his expertise in cybersecurity. His innovative approach to anomaly detection has positioned him as a key player in the field. His work not only contributes to the safety of computer networks but also showcases the potential of machine learning in cybersecurity applications.
Collaborations
Delpont collaborates with talented individuals such as Gabrielle Rappaport and Roy Donald Hodgman. These partnerships enhance the development of innovative solutions in cybersecurity.
Conclusion
Raphaelle Delpont's contributions to cybersecurity through his patent demonstrate the importance of innovation in protecting computer networks. His work exemplifies the intersection of technology and security, paving the way for future advancements in the field.