Modeling user intrinsic characteristic on social media for identity linkage

X Yu, Y Sun, E Bertino, X Li - ACM Transactions on Social Computing, 2018 - dl.acm.org
Most users on social media have intrinsic characteristics, such as interests and political
views, that can be exploited to identify and track them, thus raising privacy and identity …

MFLink: User Identity Linkage Across Online Social Networks via Multimodal Fusion and Adversarial Learning

S Li, D Lu, Q Li, X Wu, S Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As an essential step in the online social network research, user identity linkage aims to
identify different accounts belonging to the same natural person. Many existing methods rely …

AD-link: An adaptive approach for user identity linkage

X Mu, W Xie, RKW Lee, F Zhu… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
User identity linkage (UIL) refers to linking accounts of the same user across different online
social platforms. The state-of-the-art UIL methods usually perform account matching using …

Structured learning from heterogeneous behavior for social identity linkage

S Liu, S Wang, F Zhu - IEEE Transactions on Knowledge and …, 2015 - ieeexplore.ieee.org
Social identity linkage across different social media platforms is of critical importance to
business intelligence by gaining from social data a deeper understanding and more …

Hubness-aware user identity linkage

C Li, S Wang, F Huang, J Xu, P Yu - Proceedings of the 30th ACM …, 2021 - dl.acm.org
Nowadays, it is common for one natural person to join multiple social networks to enjoy
different types of services. User identity linkage (UIL), which aims to link identical identities …

FEUI: Fusion Embedding for User Identification across social networks

L Wang, Y Zhang, K Hu - Applied Intelligence, 2022 - Springer
Recognizing identical users across different social networks remains challenging in recent
years. Clearly, cross-platform user identification can play promising roles for many …

Colink: An unsupervised framework for user identity linkage

Z Zhong, Y Cao, M Guo, Z Nie - … of the AAAI Conference on Artificial …, 2018 - ojs.aaai.org
Nowadays, it is very common for one person to be in different social networks. Linking
identical users across different social networks, also known as the User Identity Linkage …

NeXLink: Node embedding framework for cross-network linkages across social networks

R Kaushal, S Singh, P Kumaraguru - Proceedings of NetSci-X 2020: Sixth …, 2020 - Springer
Users create accounts on multiple social networks to get connected to their friends across
these networks. We refer to these user accounts as user identities. Since users join multiple …

Topic sequence embedding for user identity linkage from heterogeneous behavior data

J Yang, W Zhou, W Qian, J Han… - ICASSP 2021-2021 IEEE …, 2021 - ieeexplore.ieee.org
In social media, user identity linkage is a vital information security issue of identifying users'
private information across multiple online social networks. With the popularity of behavior …

User identity linkage via co-attentive neural network from heterogeneous mobility data

J Feng, Y Li, Z Yang, M Zhang, H Wang… - … on Knowledge and …, 2020 - ieeexplore.ieee.org
Online services are playing critical roles in almost all aspects of users' life. Users usually
have multiple online identities (IDs) in different online services. In order to fuse the …