Sell Your Projects | My Account | Careers | This email address is being protected from spambots. You need JavaScript enabled to view it. | Call: +91 9573777164

Seed-Based De-Anonymizability Quantification of Social Networks

1 1 1 1 1 Rating 4.87 (15 Votes)

PROJECT TITLE :

Seed-Based De-Anonymizability Quantification of Social Networks

ABSTRACT:

During this paper, we have a tendency to implement the primary comprehensive quantification of the right de-anonymizability and partial de-anonymizability of real-world social networks with seed info under general scenarios, which provides the theoretical foundation for the present structure-based mostly de-anonymization attacks and closes the gap between de-anonymization practice and theory. Primarily based on our quantification, we have a tendency to conduct a massive-scale analysis of the de-anonymizability of 24 real-world social networks by quantitatively showing the conditions for perfectly and partially de-anonymizing a social network, how de-anonymizable a social network is, and how many users of a social network can be successfully de-anonymized. Furthermore, we show that each theoretically and experimentally, the overall structural data-based mostly de-anonymization attack can be more powerful than the seed-primarily based de-anonymization attack, and even without any seed data, a social network will be perfectly or partially de-anonymized. Finally, we have a tendency to discuss the implications of this paper. Our findings are expected to shed on analysis questions in the areas of structural information anonymization and de-anonymization and to assist knowledge homeowners evaluate their structural data vulnerability before information sharing and publishing.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


Seed-Based De-Anonymizability Quantification of Social Networks - 4.9 out of 5 based on 15 votes

Project EnquiryLatest Ready Available Academic Live Projects in affordable prices

Included complete project review wise documentation with project explanation videos and Much More...