Classifying social media bots as malicious or benign using semi-supervised machine learning

Feature selection using Benford’s Law to support detection of malicious social media bots

(2021) Innocent Mbona et al.   INFORMATION SCIENCES

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

A one-class classification approach for bot detection on Twitter

(2020) Jorge Rodríguez-Ruiz et al.   COMPUTERS & SECURITY

A survey of CAPTCHA technologies to distinguish between human and computer

(2020) Xin Xu et al.   NEUROCOMPUTING

Detection of malicious social bots: A survey and a refined taxonomy

(2020) Majd Latah   EXPERT SYSTEMS WITH APPLICATIONS

Detection of Bots in Social Media: A Systematic Review

(2020) Mariam Orabi et al.   INFORMATION PROCESSING & MANAGEMENT

A Large-scale Behavioural Analysis of Bots and Humans on Twitter

(2019) Zafar Gilani et al.   ACM Transactions on the Web

Real-time anomaly detection based on long short-Term memory and Gaussian Mixture Model

(2019) Nan Ding et al.   COMPUTERS & ELECTRICAL ENGINEERING

A survey on semi-supervised learning

(2019) Jesper E. van Engelen et al.   MACHINE LEARNING

Data imbalance in classification: Experimental evaluation

(2019) Fadi Thabtah et al.   INFORMATION SCIENCES

Social engineering in cybersecurity: The evolution of a concept

(2018) Joseph M. Hatfield   COMPUTERS & SECURITY

Detecting users’ anomalous emotion using social media for business intelligence

(2018) Xiao Sun et al.   Journal of Computational Science

Benford’s Law and Dunbar’s Number: Does Facebook Have a Power to Change Natural and Anthropological Laws?

(2018) Darko Striga et al.   IEEE Access

Using Machine Learning to Detect Fake Identities: Bots vs Humans

(2018) Estee Van Der Walt et al.   IEEE Access

Sybil Defense Techniques in Online Social Networks: A Survey

(2017) Muhammad Al-Qurishi et al.   IEEE Access

The rise of social bots

(2016) Emilio Ferrara et al.   COMMUNICATIONS OF THE ACM

An overview on semi-supervised support vector machine

(2015) Shifei Ding et al.   NEURAL COMPUTING & APPLICATIONS

Benford’s Law Applies to Online Social Networks

(2015) Jennifer Golbeck   PLoS One

A ‘missing’ family of classical orthogonal polynomials

(2011) Luc Vinet et al.   Journal of Physics A-Mathematical and Theoretical