A modded APK can easily log your login credentials, cookies, and session tokens, sending them to a third-party server.
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When you download a "GoLogin Mod APK" from a random forum or file-sharing site (often labeled with version numbers like v3.5 or v4.0), you are not getting GoLogin. You are getting one of the following: