Company Filing History:
Years Active: 2025
Title: Annamaria Balazs: Innovator in DNS Data Clustering
Introduction
Annamaria Balazs is a prominent inventor based in Austin, TX (US). She has made significant contributions to the field of data processing, particularly in the area of Domain Name System (DNS) data analysis. Her innovative approach has led to the development of a unique patent that addresses the challenges of identifying malicious domains.
Latest Patents
Annamaria holds a patent titled "Volumetric clustering on large-scale DNS data." In this approach, a processor receives a set of normal domains, a set of suspicious domains, and a set of malicious domains. It labels each domain of the set of normal domains as normal, producing a labeled set of normal domains. Each domain of the set of suspicious domains and the set of malicious domains is labeled as malicious, resulting in a labeled set of malicious domains. The processor samples a preset percentage of the labeled set of normal domains, producing a sampled set of normal domains. It aggregates the sampled set of normal domains and the labeled set of malicious domains to create a set of aggregated domains. The set of aggregated domains is then filtered using hit size, inter-arrival-time, and univariate volumetric filters, producing a set of filtered domains. Finally, the processor determines a cluster of a set of clusters to which each of the set of filtered domains is assigned using a trained K-shape model.
Career Highlights
Annamaria is currently employed at International Business Machines Corporation (IBM), where she continues to innovate and contribute to advancements in technology. Her work has garnered attention for its practical applications in cybersecurity and data management.
Collaborations
Annamaria collaborates with talented individuals such as Pengxiang Xu and Vaisakhi Mishra, who share her passion for innovation and technology.
Conclusion
Annamaria Balazs is a trailblazer in the field of DNS data clustering, with a patent that showcases her expertise and innovative spirit. Her contributions to IBM and the tech industry highlight the importance of her work in enhancing cybersecurity measures.