Researchers outline method to detect automated Telegram news mirror channels

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Analysis of public Telegram data reveals that 'mirror' channels automatically repost content from original sources minutes later, creating a false impression of independent confirmation. Researchers describe a four-step technical process to identify these mirrors by comparing the similarity of text shingles and analyzing posting time lags. Detecting these patterns allows analysts to collapse duplicate alerts and trace changes in coordination within media networks. The method uses publicly available post previews and can be automated without needing API access or logins.

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