Elena Daniela Cristofor

Title: **Elena Daniela Cristofor: Innovator in Encrypted Data Solutions**

Introduction

Elena Daniela Cristofor is an accomplished inventor based in Redmond, WA, USA. She has made significant contributions to the field of data encryption and analysis. With two patents under her name, Elena stands out for her innovative approaches to enhancing data security and improving data mining methodologies.

Latest Patents

Elena's most recent patents reflect her expertise in encrypted data search and data mining patterns. The first patent, titled "Encrypted Data Search," involves a method for determining an indexing value based on a desired plaintext item and a cryptographic key. This indexing value enables efficient access to non-deterministically encrypted data within a database. The architecture allows for a combination of encrypted references and unencrypted information, streamlining the data retrieval process while maintaining security.

Her second patent focuses on "Analyzing Mining Pattern Evolutions by Comparing Labels, Algorithms, or Data Patterns Chosen by a Reasoning Component." This innovative approach provides an architecture for analyzing shifts in data patterns from mining models, making it possible to compare and describe differences between two semantically similar sets of patterns. Additionally, it helps track historical changes and variations across different algorithms applied to the same dataset, showcasing her ability to address complex data analysis challenges.

Career Highlights

Elena currently works at Microsoft Technology Licensing, LLC, where she leverages her skills to develop advanced data solutions. Her work not only enhances the company’s offerings but also contributes to the broader landscape of data security and analysis.

Collaborations

Throughout her career, Elena has collaborated with fellow innovators such as Laurentiu Bogdan Cristofor and Tanmoy Dutta. These partnerships have allowed her to work on diverse projects, enhancing the innovation potential of her ideas and technological developments.

Conclusion

Elena Daniela Cristofor continues to make strides in the fields of encryption and data analysis. Her patents and collaborations demonstrate her dedication to advancing technology and improving data security. As she progresses in her career, her contributions will likely influence the future of data management and security solutions.