Distributed privacy preservation for online social network using flexible clustering and whale optimization algorithm

NJ Uke, SA Lokhande, P Kale, SD Pawar… - Cluster …, 2024 - Springer
Over the past few years, global use of Online Social Networks (OSNs) has increased. The
rising use of OSN makes protecting users' privacy from OSN attacks difficult. Finally, it affects …

An Uncertain Graph Method based on Shuffle Model to Preserve Link Privacy of Mobile Social Networks.

J Yan, WENLI WANG, ZQ WU… - Journal of …, 2024 - search.ebscohost.com
With the rapid development of mobile wireless technology, mobile social networks play a
key role in people's online life. However, a large amount of data containing individual …

A Deep Dive Into Cybersecurity Risk Assessment and Countermeasures in Online Social Networks

A Zineddine, Y Belfaik, Y Sadqi - Risk Assessment and …, 2024 - igi-global.com
In the evolving realm of online social networks (OSNs), assessing cybersecurity risks and
implementing effective countermeasures are crucial for practitioners. This chapter confronts …

[PDF][PDF] Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data

H Yuan, J Xu, C Wang, Z Yang, C Wang, K Yin, Y Yang - 2024 - yangy.org
The public sharing of user information opens the door for adversaries to infer private data,
leading to privacy breaches and facilitating malicious activities. While numerous studies …

Privacy-Preserving Techniques for Online Social Networks Data

Y Belfaik, A Zineddine, Y Sadqi, S Safi - Risk Assessment and …, 2024 - igi-global.com
Online social networks (OSNs) are platforms on the web that have seen significant growth.
They allow people to connect, interact, and share information with others over the internet …

Privacy-Preserving Machine Learning Models for Network Anonymization

S Parshivlyuk, K Panchenko - Asian American Research Letters Journal, 2024 - aarlj.com
With the increasing prevalence of digital communication and the continuous growth of
networked systems, the need for privacy-preserving techniques in machine learning models …

[PDF][PDF] A Survey on Privacy-Enhancing Techniques in the Era of Artificial Intelligence

E Dritsas, M Trigka, P Mylonas - image.ece.ntua.gr
In the era of Big Data and Artificial Intelligence (AI), the unprecedented scale and complexity
of data collection, processing, and analysis pose significant privacy challenges. This paper …