Alessandro Epasto

Title: Innovations of Alessandro Epasto

Introduction

Alessandro Epasto is a prominent inventor based in New York, NY (US). He has made significant contributions to the field of data privacy and network analysis, holding a total of 7 patents. His work focuses on developing innovative systems and methods that enhance data security and improve the understanding of complex networks.

Latest Patents

One of his latest patents is titled "Systems and methods for anonymizing large scale datasets." This computer-implemented method aims to provide privacy guarantees for all columns in a dataset by utilizing a k-anonymization approach. The method involves obtaining a dataset that includes data indicative of multiple entities and at least one data item. It further includes clustering these entities into clusters and determining a majority condition for the clusters to assign data items in an anonymized manner.

Another notable patent is "Systems and methods to detect clusters in graphs." This framework, referred to as 'ego-splitting,' enables the detection of clusters in graphs that represent networks, including highly complex ones. Ego-splitting leverages local structures known as ego-nets to decouple overlapping clusters, making it a scalable and flexible solution for community detection in large graphs.

Career Highlights

Alessandro Epasto is currently employed at Google Inc., where he continues to innovate and contribute to advancements in data privacy and network analysis. His work has garnered attention for its practical applications and theoretical foundations.

Collaborations

He has collaborated with notable colleagues, including Hossein Esfandiari and Vahab Seyed Mirrokni, further enhancing the impact of his research and innovations.

Conclusion

Alessandro Epasto's contributions to the fields of data privacy and network analysis are significant and impactful. His innovative patents reflect a commitment to advancing technology and improving data security.