User identity linkage across online social networks: A review

K Shu, S Wang, J Tang, R Zafarani, H Liu - Acm Sigkdd Explorations …, 2017 - dl.acm.org
The increasing popularity and diversity of social media sites has encouraged more and
more people to participate on multiple online social networks to enjoy their services. Each …

Graph data anonymization, de-anonymization attacks, and de-anonymizability quantification: A survey

S Ji, P Mittal, R Beyah - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
Nowadays, many computer and communication systems generate graph data. Graph data
span many different domains, ranging from online social network data from networks like …

[图书][B] Knowledge graphs

D Fensel, U Simsek, K Angele, E Huaman, E Kärle… - 2020 - Springer
Smart speakers such as Alexa and Google Home introduced Artificial Intelligence (AI) in
millions soon billions of households, making AI an everyday experience. We can now look …

Cross-platform identification of anonymous identical users in multiple social media networks

X Zhou, X Liang, H Zhang, Y Ma - IEEE transactions on …, 2015 - ieeexplore.ieee.org
The last few years have witnessed the emergence and evolution of a vibrant research
stream on a large variety of online social media network (SMN) platforms. Recognizing …

Linking users across domains with location data: Theory and validation

C Riederer, Y Kim, A Chaintreau, N Korula… - Proceedings of the 25th …, 2016 - dl.acm.org
Linking accounts of the same user across datasets--even when personally identifying
information is removed or unavailable--is an important open problem studied in many …

A survey on privacy in social media: Identification, mitigation, and applications

G Beigi, H Liu - ACM Transactions on Data Science, 2020 - dl.acm.org
The increasing popularity of social media has attracted a huge number of people to
participate in numerous activities on a daily basis. This results in tremendous amounts of …

Structure based user identification across social networks

X Zhou, X Liang, X Du, J Zhao - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Identification of anonymous identical users of cross-platforms refers to the recognition of the
accounts belonging to the same individual among multiple Social Network (SN) platforms …

Adversarial learning for weakly-supervised social network alignment

C Li, S Wang, Y Wang, P Yu, Y Liang, Y Liu… - Proceedings of the AAAI …, 2019 - ojs.aaai.org
Nowadays, it is common for one natural person to join multiple social networks to enjoy
different kinds of services. Linking identical users across multiple social networks, also …

On the performance of percolation graph matching

L Yartseva, M Grossglauser - Proceedings of the first ACM conference on …, 2013 - dl.acm.org
Graph matching is a generalization of the classic graph isomorphism problem. By using only
their structures a graph-matching algorithm finds a map between the vertex sets of two …

Dplink: User identity linkage via deep neural network from heterogeneous mobility data

J Feng, M Zhang, H Wang, Z Yang, C Zhang… - The world wide web …, 2019 - dl.acm.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 …