Twitch will use machine learning to catch ban-dodging trolls

Twitch is introducing a new machine learning feature to help streamers protect their channels from people attempting to avoid bans. Dubbed “Suspicious User Detection,” the tool will automatically flag individuals it suspects may be “likely” or “possible” ban dodgers.

In cases involving the former, Twitch will prevent any messages they send from showing up in chat. It will also identify those individuals for streamers and any mods helping them with their channel. At that point, they can decide if they want to ban that person. By default, possible repeat trolls can send messages in chat, but they too will be flagged by the system. Additionally, Twitch says creators have the option to prevent them from sending any messages in the first place.

“The tool is powered by a machine learning model that takes a number of signals into account — including, but not limited to, the user’s behavior and account characteristics — and compares that data against accounts previously banned from a Creator’s channel to assess the likelihood the account is evading a previous channel-level ban,” a Twitch spokesperson told Engadget when we asked about the signals the system uses to detect potential offenders.

While Twitch plans to turn on Suspicious User …read more