Haakon Andreas Ringberg

Title: Haakon Andreas Ringberg: Innovator in Anomaly Detection Systems

Introduction

Haakon Andreas Ringberg is a notable inventor based in Ossining, NY (US). He has made significant contributions to the field of anomaly detection in internet protocol (IP) networks. With a total of 2 patents, his work focuses on enhancing the security and efficiency of communication networks.

Latest Patents

Ringberg's latest patents include innovative systems and methods for rule-based anomaly detection on IP network flow. These systems utilize a set of machine-learning (ML) rules that can be applied in real time at the IP flow level. The communication network comprises numerous routers equipped with flow monitoring capabilities. A flow collector gathers flow data from these routers and provides it to a flow classifier. Simultaneously, select locations within the network monitor data packets and generate alerts based on packet data properties. The machine learning system detects correlations between packet-based alerts and flow data, generating a series of flow-level alerts. Over time, new packet alerts and flow data are used to update the rules generated by the machine learning system.

Career Highlights

Haakon Andreas Ringberg is currently associated with AT&T Intellectual Property I, L.P. His work at this prominent company has allowed him to develop cutting-edge technologies that address critical challenges in network security and data integrity.

Collaborations

Throughout his career, Ringberg has collaborated with notable colleagues, including Nicholas G. Duffield and Patrick Guy Haffner. These partnerships have contributed to the advancement of his innovative projects and patents.

Conclusion

Haakon Andreas Ringberg stands out as a key figure in the realm of anomaly detection systems for IP networks. His contributions through patents and collaborations continue to shape the future of network security.