A perspective view on sybil attack defense mechanisms in online social networks

B Antony, S Revathy - New Trends in Computational Vision and Bio …, 2020 - Springer
Sybil Defender [6] is a comparatively diverse method that influences network topologies
to protect from Sybil attacks. This method is efficient and scalable to large networks. Only few …

User behavior-based and graph-based hybrid approach for detection of sybil attack in online social networks

G Jethava, UP Rao - Computers and Electrical Engineering, 2022 - Elsevier
… The limitation of SybilDefender is that it depends only on conducting a small number of …
We intend to propose a Sybil attack detection mechanism in which the security requirement is …

An efficient victim prediction for Sybil detection in online social network

Q Zhou, G Chen - IEEE Access, 2020 - ieeexplore.ieee.org
Sybildefender: Defend against sybil attacks in large social networks. Proceedings of the 31st
IEEE International Conference on Computer Communications, pages 1951–1959, 2013. [21…

Detection of sybil attacks in social networks

A Lobo, Y Mandekar, S Pundpal, B Roy - … Data and Social Networks: 9th …, 2020 - Springer
… most severe sybil attacks … of sybil attack. Some of them are, SybilBelief: a semi-supervised
learning approach for structure-based sybil detection [6], Sybil Defender: It leverages network

An enhanced sybil guard to detect bots in online social networks

NP Shetty, B Muniyal, A Anand… - Journal of Cyber …, 2022 - journals.riverpublishers.com
… Named after the case study of a woman with multiple personality disorder [3], a Sybil attack
Sybil Defender outperforms all the other above approaches. However, the only limitation is …

Review of Vulnerabilities and Countermeasures Against Sybil Attacks on Decentralized Systems Based on Machine Learning Algorithms

A Bakar, A Zouhair, EM En-Naimi - … on Networking, Intelligent Systems & …, 2023 - dl.acm.org
… In social networks, Sybil attacks can be used to create fake … According to the findings,
SybilDefender works better than … can also provide effective defense mechanisms depending on …

A content-based method for sybil detection in online social networks via deep learning

T Gao, J Yang, W Peng, L Jiang, Y Sun, F Li - IEEE Access, 2020 - ieeexplore.ieee.org
… With the increasing influence of OSNs, attackers appear, and they can launch Sybil attacks
through a largeSybil attack takes advantage of its high proportion of Sybils among users …

Major Security Issue That Facing Social Networks with Its Main Defense Strategies

A Safhi, A Al-Zahrani, M Alhibbi - Tehnički glasnik, 2022 - hrcak.srce.hr
… c) network structural-based attacks, and (d) malware attacks. Their … issue and its associated
defense mechanisms. Novak & Li (… SybilDefender, for example, defends against Sybil attacks

Trustgcn: Enabling graph convolutional network for robust sybil detection in osns

Y Sun, Z Yang, Y Dai - … on Advances in Social Networks …, 2020 - ieeexplore.ieee.org
… Nowadays, online social networks (OSNs) become hot targets of Sybil attacks [6]. … Sybil
detection scenario in social network and have different attacking strategy and proposed defenses

Mush: Multi-stimuli hawkes process based sybil attacker detector for user-review social networks

Z Qu, C Lyu, CH Chi - IEEE Transactions on Network and …, 2022 - ieeexplore.ieee.org
… [5] design a Sybil defense mechanism based on social network graphs, which makes use of
the metric to measure users’ … Li, “Sybildefender: Defend against sybil attacks in large social