Hide Mastermind using an Intermediate Connection on Social Network

The rise of the internet and social media has revolutionized social network analysis, but it has also heightened concerns about privacy. The mastermind plays a crucial role in organizing and coordinating network activities. In certain contexts, such as safeguarding vulnerable groups or avoiding detection, they must conceal their connections to effectively carry out these operations. How can a mastermind effectively avoid detection in social network analysis? In this paper, we introduce an efficient algorithm named HMIC (Hide Mastermind using an Intermediate Connection), designed to conceal the mastermind within a hidden community. Experiments on Facebook networks reveal that HMIC hides the mastermind more effectively than existing state-of-the-art.

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Published
2024-12-18
DOI
https://doi.org/10.1109/hipcw63042.2024.00027
Primary Topic
Multimedia Communication and Technology
Type
article
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article

Hide Mastermind using an Intermediate Connection on Social Network

Animesh Dutta, Amrita Namtirtha, Nilanjana Saha
Multimedia Communication and Technology
article

Hide Mastermind using an Intermediate Connection on Social Network

Animesh Dutta, Amrita Namtirtha, Nilanjana Saha
article en

Abstract

The rise of the internet and social media has revolutionized social network analysis, but it has also heightened concerns about privacy. The mastermind plays a crucial role in organizing and coordinating network activities. In certain contexts, such as safeguarding vulnerable groups or avoiding detection, they must conceal their connections to effectively carry out these operations. How can a mastermind effectively avoid detection in social network analysis? In this paper, we introduce an efficient algorithm named HMIC (Hide Mastermind using an Intermediate Connection), designed to conceal the mastermind within a hidden community. Experiments on Facebook networks reveal that HMIC hides the mastermind more effectively than existing state-of-the-art.

National Institute of Technology Durgapur (IN), University of Kalyani (IN)
Reduced inequalities
Openalex Percentile: Top 55%
Multimedia Communication and Technology
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Hide Mastermind using an Intermediate Connection on Social Network — Animesh Dutta, Amrita Namtirtha, et al. · (2024) | TGRS Research Map | TGRS