We do not take into account the Amharic fake CSCI reports, which require further investigation utilizing fake news detection (Ansar & Goswami, 2021; Gereme et al., 2021; Demilie & Salau, 2022; Athira et al., 2023). In our scenario, online media websites, Twitter platforms, and YouTube...