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Effective Social Graph Deanonymization Based on Graph Structure and Descriptive Information

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/nav.3800020109openalex-snapshot
The Hungarian method for the assignment problem
inferredcites →https://doi.org/10.1007/11787006_1openalex-snapshot
Differential Privacy
inferredcites →https://doi.org/10.1007/978-1-4419-6045-0_14openalex-snapshot
A Survey of Privacy-Preservation of Graphs and Social Networks
inferredcites →https://doi.org/10.1007/978-3-540-78478-4_9openalex-snapshot
Preserving the Privacy of Sensitive Relationships in Graph Data
inferredcites →https://doi.org/10.1007/978-3-642-01718-6_4openalex-snapshot
Data and Structural k-Anonymity in Social Networks
inferredcites →https://doi.org/10.1007/s00778-010-0210-xopenalex-snapshot
Resisting structural re-identification in anonymized social networks
inferredcites →https://doi.org/10.1007/s10115-010-0353-5openalex-snapshot
On link privacy in randomizing social networks
inferredcites →https://doi.org/10.1038/30918openalex-snapshot
Collective dynamics of ‘small-world’ networks
inferredcites →https://doi.org/10.1086/228631openalex-snapshot
Power and Centrality: A Family of Measures
inferredcites →https://doi.org/10.1103/revmodphys.74.47openalex-snapshot
Statistical mechanics of complex networks
inferredcites →https://doi.org/10.1109/icde.2002.994702openalex-snapshot
Similarity flooding: a versatile graph matching algorithm and its application to schema matching
inferredcites →https://doi.org/10.1109/icde.2008.4497459openalex-snapshot
Preserving Privacy in Social Networks Against Neighborhood Attacks
inferredcites →https://doi.org/10.1109/icde.2011.5767905openalex-snapshot
Identity obfuscation in graphs through the information theoretic lens
inferredcites →https://doi.org/10.1109/icdm.2012.138openalex-snapshot
Defining and Evaluating Network Communities Based on Ground-Truth
inferredcites →https://doi.org/10.1109/ijcnn.2005.1556327openalex-snapshot
Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005
inferredcites →https://doi.org/10.1109/ijcnn.2011.6033446openalex-snapshot
Link prediction by de-anonymization: How We Won the Kaggle Social Network Challenge
inferredcites →https://doi.org/10.1109/percomw.2014.6815276openalex-snapshot
Measuring importance of seeding for structural de-anonymization attacks in social networks
inferredcites →https://doi.org/10.1109/sp.2009.22openalex-snapshot
De-anonymizing Social Networks
inferredcites →https://doi.org/10.1109/tkde.2011.232openalex-snapshot
Anonymization of Centralized and Distributed Social Networks by Sequential Clustering
inferredcites →https://doi.org/10.1137/1.9781611972788.67openalex-snapshot
Randomizing Social Networks: a Spectrum Preserving Approach
inferredcites →https://doi.org/10.1137/1.9781611972795.83openalex-snapshot
Graph Generation with Prescribed Feature Constraints
inferredcites →https://doi.org/10.1137/1.9781611972801.6openalex-snapshot
Reconstruction from Randomized Graph via Low Rank Approximation
inferredcites →https://doi.org/10.1137/s0036144502415960openalex-snapshot
A Measure of Similarity between Graph Vertices: Applications to Synonym Extraction and Web Searching
inferredcites →https://doi.org/10.1145/1150402.1150479openalex-snapshot
Sampling from large graphs
inferredcites →https://doi.org/10.1145/1242572.1242598openalex-snapshot
Wherefore art thou r3579x?
inferredcites →https://doi.org/10.1145/1376616.1376629openalex-snapshot
Towards identity anonymization on graphs
inferredcites →https://doi.org/10.1145/1718487.1718519openalex-snapshot
You are who you know
inferredcites →https://doi.org/10.1145/1739041.1739058openalex-snapshot
k-symmetry model for identity anonymization in social networks
inferredcites →https://doi.org/10.1145/1807167.1807218openalex-snapshot
K-isomorphism
inferredcites →https://doi.org/10.1145/2020408.2020489openalex-snapshot
Exploiting vulnerability to secure user privacy on a social networking site
inferredcites →https://doi.org/10.1145/2020408.2020512openalex-snapshot
It's who you know
inferredcites →https://doi.org/10.1145/2020408.2020596openalex-snapshot
On the privacy of anonymized networks
inferredcites →https://doi.org/10.1145/2020408.2020599openalex-snapshot
Privacy-preserving social network publication against friendship attacks
inferredcites →https://doi.org/10.1145/2068816.2068825openalex-snapshot
Sharing graphs using differentially private graph models
inferredcites →https://doi.org/10.1145/2350190.2350193openalex-snapshot
Defining and evaluating network communities based on ground-truth
inferredcites →https://doi.org/10.1145/2512938.2512952openalex-snapshot
On the performance of percolation graph matching
inferredcites →https://doi.org/10.1145/2567948.2577366openalex-snapshot
De-anonymizing social graphs via node similarity
inferredcites →https://doi.org/10.1145/775047.775126openalex-snapshot
SimRank
inferredcites →https://doi.org/10.1145/800157.805047openalex-snapshot
The complexity of theorem-proving procedures
inferredcites →https://doi.org/10.1145/956863.956972openalex-snapshot
The link prediction problem for social networks
inferredcites →https://doi.org/10.14778/1453856.1453873openalex-snapshot
Resisting structural re-identification in anonymized social networks
inferredcites →https://doi.org/10.14778/1453856.1453947openalex-snapshot
Anonymizing bipartite graph data using safe groupings
inferredcites →https://doi.org/10.14778/1687627.1687734openalex-snapshot
k-automorphism
inferredcites →https://doi.org/10.14778/1920841.1920970openalex-snapshot
Boosting the accuracy of differentially private histograms through consistency
inferredcites →https://doi.org/10.14778/3402707.3402749openalex-snapshot
Private analysis of graph structure
inferredcites →https://doi.org/10.1609/icwsm.v7i1.14456openalex-snapshot
De-Anonymizing Users Across Heterogeneous Social Computing Platforms
inferredcites →https://doi.org/10.5441/002/edbt.2014.53openalex-snapshot
Privacy Risk in Anonymized Heterogeneous Information Networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-04414-5_32openalex-snapshot
Network Alignment by Discrete Ollivier-Ricci Flow
inferred← citeshttps://doi.org/10.1007/978-3-030-22277-2_11openalex-snapshot
Security and Privacy in Social Networks: Data and Structural Anonymity
inferred← citeshttps://doi.org/10.1007/978-3-319-31811-0_3openalex-snapshot
A Literature Survey and Classifications on Data Deanonymisation
inferred← citeshttps://doi.org/10.1007/s00778-022-00768-8openalex-snapshot
P$$^2$$CG: a privacy preserving collaborative graph neural network training framework
inferred← citeshttps://doi.org/10.1007/s10489-021-02716-5openalex-snapshot
FEUI: Fusion Embedding for User Identification across social networks
inferred← citeshttps://doi.org/10.1007/s10586-018-1940-6openalex-snapshot
An unsupervised user identification algorithm using network embedding and scalable nearest neighbour
inferred← citeshttps://doi.org/10.1007/s11280-021-00893-4openalex-snapshot
A generation probability based percolation network alignment method
inferred← citeshttps://doi.org/10.1007/s41019-019-0086-8openalex-snapshot
Fast De-anonymization of Social Networks with Structural Information
inferred← citeshttps://doi.org/10.1016/j.jocs.2016.10.019openalex-snapshot
Early identification of spammers through identity linking, social network and call features
inferred← citeshttps://doi.org/10.1016/j.knosys.2020.106674openalex-snapshot
Towards link inference attack against network structure perturbation
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.07.126openalex-snapshot
DeepEC: Adversarial attacks against graph structure prediction models
inferred← citeshttps://doi.org/10.1016/j.physrep.2024.11.006openalex-snapshot
Network alignment
inferred← citeshttps://doi.org/10.1109/access.2018.2814000openalex-snapshot
Inferring Anchor Links Based on Social Network Structure
inferred← citeshttps://doi.org/10.1109/access.2019.2948073openalex-snapshot
Factor Graph Model Based User Profile Matching Across Social Networks
inferred← citeshttps://doi.org/10.1109/access.2020.2995568openalex-snapshot
Multi-View Low-Rank Coding-Based Network Data De-Anonymization
inferred← citeshttps://doi.org/10.1109/compsac48688.2020.0-210openalex-snapshot
IDEAL: An Interactive De-Anonymization Learning System
inferred← citeshttps://doi.org/10.1109/cse.2015.32openalex-snapshot
ID-CONNECT: Combining Network and Call Features to Link Different Identities of a User
inferred← citeshttps://doi.org/10.1109/dsc.2019.00079openalex-snapshot
A Structure-Based De-Anonymization Attack on Graph Data Using Weighted Neighbor Match
inferred← citeshttps://doi.org/10.1109/icct52962.2021.9657893openalex-snapshot
User Identity Matching for Multisource Location Data
inferred← citeshttps://doi.org/10.1109/icee.2018.8472520openalex-snapshot
A Technique to Improve De-anonymization Attacks on Graph Data
inferred← citeshttps://doi.org/10.1109/jsyst.2017.2764479openalex-snapshot
A Survey of Mobile Social Networks: Applications, Social Characteristics, and Challenges
inferred← citeshttps://doi.org/10.1109/tdsc.2017.2754249openalex-snapshot
Privacy Leakage via De-Anonymization and Aggregation in Heterogeneous Social Networks
inferred← citeshttps://doi.org/10.1109/tkde.2017.2784430openalex-snapshot
Structure Based User Identification across Social Networks
inferred← citeshttps://doi.org/10.1109/tmc.2021.3077520openalex-snapshot
Collective De-Anonymization of Social Networks With Optional Seeds
inferred← citeshttps://doi.org/10.1145/3077136.3080649openalex-snapshot
Counter Deanonymization Query
inferred← citeshttps://doi.org/10.1145/3209542.3209552openalex-snapshot
Securing Social Media User Data
inferred← citeshttps://doi.org/10.1145/3343038openalex-snapshot
A Survey on Privacy in Social Media
inferred← citeshttps://doi.org/10.1145/3630635openalex-snapshot
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining
inferred← citeshttps://doi.org/10.1186/s12911-021-01645-0openalex-snapshot
Privacy protection of medical data in social network
inferred← citeshttps://doi.org/10.1186/s13635-025-00220-8openalex-snapshot
Bridging privacy-preserving approaches: a formal comparison of k-automorphism, k-isomorphism, and k-symmetry
inferred← citeshttps://doi.org/10.14778/3007328.3007333openalex-snapshot
Dscaler
inferred← citeshttps://doi.org/10.2478/popets-2020-0003openalex-snapshot
Discontinued Privacy: Personal Data Leaks in Apple Bluetooth-Low-Energy Continuity Protocols
inferred← citeshttps://doi.org/10.48550/arxiv.1602.02358openalex-snapshot
NED: An Inter-Graph Node Metric Based On Edit Distance
inferred← citeshttps://doi.org/10.48550/arxiv.1808.02191openalex-snapshot
Privacy in Social Media: Identification, Mitigation and Applications
inferred← citeshttps://doi.org/10.53735/cisse.v11i1.182openalex-snapshot
Develop and Disseminate Hands-on Lab Materials of Privacy Concepts and Technologies to Educators
inferred← citeshttps://doi.org/10.56553/popets-2023-0043openalex-snapshot
SoK: Managing risks of linkage attacks on data privacy
inferred← citeshttps://doi.org/10.7916/d8-r9ad-5071openalex-snapshot
Predictive Privacy: Modeling Privacy Harms
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