Twitch uses machine learning to block ban evaders

The new tool, called Suspicious User Detection, can identify users as “likely” or “possible” people who have evaded bans from a streamer’s channel. The machine learning model powering the tool identifies potential evaders by evaluating things such as their behavior and characteristics about their account and compares that information against accounts that have been banned from a streamer’s channel.

 

Messages from “likely” evaders won’t be sent to chat, but streamers and their mods can see them. Streamers and mods can choose to monitor a likely ban evader, which adds that user to a monitoring list and puts a message next to a user’s name noting the monitoring (as shown in the GIF below), or ban them. “Possible” evaders’ messages will appear in chat, but streamers / mods can opt to have those messages blocked from chat as well.

 

Twitch says it will turn Suspicious User Detection on by default, but streamers can tweak or turn off the tool if they want. Streamers and mods can also manually select to monitor users of whom they are suspicious.

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