[HTML][HTML] A survey of parameterized algorithms and the complexity of edge modification

C Crespelle, PG Drange, FV Fomin… - Computer Science Review, 2023 - Elsevier
The survey is a comprehensive overview of the developing area of parameterized
algorithms for graph modification problems. It describes state of the art in kernelization …

A survey of graph-modification techniques for privacy-preserving on networks

J Casas-Roma, J Herrera-Joancomartí… - Artificial Intelligence …, 2017 - Springer
Recently, a huge amount of social networks have been made publicly available. In parallel,
several definitions and methods have been proposed to protect users' privacy when publicly …

k-Degree anonymity on directed networks

J Casas-Roma, J Salas, FD Malliaros… - … and Information Systems, 2019 - Springer
In this paper, we consider the problem of anonymization on directed networks. Although
there are several anonymization methods for networks, most of them have explicitly been …

Improved upper and lower bound heuristics for degree anonymization in social networks

S Hartung, C Hoffmann, A Nichterlein - … , Denmark, June 29–July 1, 2014 …, 2014 - Springer
Motivated by a strongly growing interest in anonymizing social network data, we investigate
the NP-hard Degree Anonymization problem: given an undirected graph, the task is to add a …

[HTML][HTML] The complexity of degree anonymization by vertex addition

R Bredereck, V Froese, S Hartung, A Nichterlein… - Theoretical Computer …, 2015 - Elsevier
Motivated by applications in privacy-preserving data publishing, we study the problem of
making an undirected graph k-anonymous by adding few vertices (together with some …

A data driven anonymization system for information rich online social network graphs

DF Nettleton, J Salas - Expert Systems with Applications, 2016 - Elsevier
In recent years, online social networks have become a part of everyday life for millions of
individuals. Also, data analysts have found a fertile field for analyzing user behavior at …

[PDF][PDF] Anonymising social graphs in the presence of active attackers.

S Mauw, Y Ramírez-Cruz, R Trujillo-Rasua - Trans. Data Priv., 2018 - satoss.uni.lu
The publication of social network graphs enables researchers to understand and investigate
human behaviour. However, when such analyses can target single individuals rather than …

[HTML][HTML] Graph editing to a given degree sequence

PA Golovach, GB Mertzios - Theoretical Computer Science, 2017 - Elsevier
We investigate the parameterized complexity of the graph editing problem called Editing to a
Graph with a Given Degree Sequence where the aim is to obtain a graph with a given …

Degree-anonymization using edge rotations

C Bazgan, P Cazals, J Chlebíková - Theoretical Computer Science, 2021 - Elsevier
Abstract The Min Anonymous-Edge-Rotation problem asks for an input graph G and a
positive integer k to find a minimum number of edge rotations that transform G into a graph …

[HTML][HTML] Win-win kernelization for degree sequence completion problems

V Froese, A Nichterlein, R Niedermeier - Journal of Computer and System …, 2016 - Elsevier
We study provably effective and efficient data reduction for a class of NP-hard graph
modification problems based on vertex degree properties. We show fixed-parameter …