User identity linkage across online social networks: A review
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 …
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
Nowadays, many computer and communication systems generate graph data. Graph data
span many different domains, ranging from online social network data from networks like …
span many different domains, ranging from online social network data from networks like …
Cross-platform identification of anonymous identical users in multiple social media networks
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 …
stream on a large variety of online social media network (SMN) platforms. Recognizing …
Linking users across domains with location data: Theory and validation
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 …
information is removed or unavailable--is an important open problem studied in many …
A survey on privacy in social media: Identification, mitigation, and applications
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 …
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 …
accounts belonging to the same individual among multiple Social Network (SN) platforms …
Adversarial learning for weakly-supervised social network alignment
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 …
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 …
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
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 …
have multiple online identities (IDs) in different online services. In order to fuse the …