Detection of Fake Profiles in Social Media - Literature Review

Aleksei Romanov; Alexander Semenov; Oleksiy Mazhelis; Jari Veijalainen

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Paper

Detection of Fake Profiles in Social Media - Literature Review

Topics: Big Data Technologies and Applications; Collective Intelligence; Computational Intelligence on the Web; Data Web Mining; Web Security and Privacy

In Proceedings of the 13th International Conference on Web Information Systems and Technologies WEBIST - Volume 1, 363-369, 2017 , Porto, Portugal

Authors: Aleksei Romanov ; Alexander Semenov ; Oleksiy Mazhelis and Jari Veijalainen

Affiliation: University of Jyväskylä, Finland

Keyword(s): Social Network Analysis, Social Media, Fake Profiles, False Identities.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Collective Intelligence ; Internet Technology ; Web Information Systems and Technologies ; Web Security and Privacy

Abstract: False identities play an important role in advanced persisted threats and are also involved in other malicious activities. The present article focuses on the literature review of the state-of-the-art research aimed at detecting fake profiles in social media. The approaches to detecting fake social media accounts can be classified into the approaches aimed on analysing individual accounts, and the approaches capturing the coordinated activities spanning a large group of accounts. The article sheds light on the role of fake identities in advanced persistent threats and covers the mentioned approaches of detecting fake social media accounts.

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Paper citation in several formats:

Romanov, A.; Semenov, A.; Mazhelis, O. and Veijalainen, J. (2017). Detection of Fake Profiles in Social Media - Literature Review. In Proceedings of the 13th International Conference on Web Information Systems and Technologies - WEBIST; ISBN 978-989-758-246-2; ISSN 2184-3252, SciTePress, pages 363-369. DOI: 10.5220/0006362103630369

@conference{webist17,
author={Aleksei Romanov. and Alexander Semenov. and Oleksiy Mazhelis. and Jari Veijalainen.},
title={Detection of Fake Profiles in Social Media - Literature Review},
booktitle={Proceedings of the 13th International Conference on Web Information Systems and Technologies - WEBIST},
year={2017},
pages={363-369},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006362103630369},
isbn={978-989-758-246-2},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Web Information Systems and Technologies - WEBIST
TI - Detection of Fake Profiles in Social Media - Literature Review
SN - 978-989-758-246-2
IS - 2184-3252
AU - Romanov, A.
AU - Semenov, A.
AU - Mazhelis, O.
AU - Veijalainen, J.
PY - 2017
SP - 363
EP - 369
DO - 10.5220/0006362103630369
PB - SciTePress