Technical solution to counter potential crime: Text analysis to detect fake news and disinformation

Kula, 2021, Transformer Based Models in Fake News Detection, 28 Domenico, 2021, Fake news, social media and marketing: A systematic review, J. Bus. Res., 124, 329, 10.1016/j.jbusres.2020.11.037 Giuliani-Hoffman, 2017 Choraś, 2021, Advanced Machine Learning Techniques for Fake News (Online Disinformation) Detection: A Systematic Mapping Study, Appl. Soft Comput., 101, 10.1016/j.asoc.2020.107050 Singh, 2020 Mills, 2019 Gradoń, 2020, Crime in the time of the plague: fake news pandemic and the challenges to law-enforcement and intelligence community, Soc. Regist., 4, 133, 10.14746/sr.2020.4.2.10 Curtin, 2020, The ‘fake’ news effect, Am. Nurse Pawlicka, 2021, A $10 million question and other cybersecurity-related ethical dilemmas in the times of the COVID-19 pandemic - the results of the first systematic horizon scanning, Bus. Horiz., 10.1016/j.bushor.2021.07.010 Schuldt, 2021, Official Truths in a War on Fake News: Governmental Fact-Checking in Malaysia, Singapore, and Thailand, J. Curr. Southeast Asian Aff., 40, 340, 10.1177/18681034211008908 Haque, 2020, Security Threats and Research Challenges of IoT - A Review, J. Eng. Adv., 01, 170, 10.38032/jea.2020.04.008 Fernández-Torres, 2021, Infodemic and Fake News in Spain during the COVID-19 Pandemic, Int. J. Environ. Res. Public Health, 18, 1781, 10.3390/ijerph18041781 Montesi, 2021, Understanding fake news during the Covid-19 health crisis from the perspective of information behaviour: The case of Spain, J. Librariansh. Inf. Sci., 53, 454, 10.1177/0961000620949653 Morrow, 2019, Social & News Media’s Effects on Law Enforcement, Glob. J. Forensic Sci. Med., 1 Samrat, 2021, Busting fake news: The perils of police as fact-checker, Newslaundry Gradoń, 2021, Countering misinformation: A multidisciplinary approach, Big Data Soc., 8, 10.1177/20539517211013848 Alim Al Ayub, 2021, Detecting Fake News using Machine Learning: A Systematic Literature Review, Psychol. Educ. J., 58, 1932, 10.17762/pae.v58i1.1046 Ilias, 2021, Detecting malicious activity in Twitter using deep learning techniques, Appl. Soft Comput., 107, 10.1016/j.asoc.2021.107360 Trueman, 2021, Attention-based C-BiLSTM for fake news detection, Appl. Soft Comput., 110, 10.1016/j.asoc.2021.107600 Choudhary, 2021, BerConvoNet: A deep learning framework for fake news classification, Appl. Soft Comput., 110, 10.1016/j.asoc.2021.107614 Kasnesis, 2021, Transformer-based identification of stochastic information cascades in social networks using text and image similarity, Appl. Soft Comput., 108, 10.1016/j.asoc.2021.107413 Kaliyar, 2020, FNDNet – A deep convolutional neural network for fake news detection, Cogn. Syst. Res., 61, 32, 10.1016/j.cogsys.2019.12.005 Goldani, 2021, Detecting fake news with capsule neural networks, Appl. Soft Comput., 101, 10.1016/j.asoc.2020.106991 Sheikhi, 2021, An effective fake news detection method using WOA-xgbTree algorithm and content-based features, Appl. Soft Comput., 109, 10.1016/j.asoc.2021.107559 Kaur, 2020, Automating fake news detection system using multi-level voting model, Soft Comput., 24, 9049, 10.1007/s00500-019-04436-y Kaur, 2020, TB-CoAuth: Text based continuous authentication for detecting compromised accounts in social networks, Appl. Soft Comput., 97, 10.1016/j.asoc.2020.106770 Dadkhah, 2021, A real-time hostile activities analyses and detection system, Appl. Soft Comput., 104, 10.1016/j.asoc.2021.107175 Akbik, 2019, FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP., 54 Szczepański, 2021, New explainability method for BERT-based model in fake news detection, Sci. Rep., 11, 23705, 10.1038/s41598-021-03100-6