News > Streaming Twitch Introduces New Tools to Combat Ban Evasions Machine learning will flag potential accounts, but they'll still need moderation By Rob Rich Rob Rich Twitter News Reporter College for Creative Studies Rob is a freelance tech reporter with experience writing for a variety of outlets, including IGN, Unwinnable, 148Apps, Gamezebo, Pocket Gamer, Fanbolt, Zam, and more. lifewire's editorial guidelines Published on December 1, 2021 11:37AM EST Fact checked by Jerri Ledford Fact checked by Jerri Ledford Western Kentucky University Gulf Coast Community College Jerri L. Ledford has been writing, editing, and fact-checking tech stories since 1994. Her work has appeared in Computerworld, PC Magazine, Information Today, and many others. lifewire's fact checking process Tweet Share Email Tweet Share Email Streaming Mobile Phones Internet & Security Computers & Tablets Smart Life Tech Leaders Home Theater & Entertainment Software & Apps Social Media Streaming Gaming Women in Gaming Twitch has rolled out new Suspicious User Detection tools, which use machine learning to flag "likely" and "possible" accounts that are evading bans. Plans for detecting ban evasions were announced back in August, and almost six months later, Twitch is making Suspicious User Detection available to all channels. According to the platform, the new tools should make it easier for streamers and moderators to catch and deal with new accounts from previously banned users. mikkelwilliam / Getty Images Twitch acknowledges that some users will create a new account after being banned from a channel in order to jump back into the chat and continue being abusive. Suspicious User Detection utilizes machine learning to look for 'signals' that will help identify such accounts. After which the possible ban-evading accounts will be flagged, leaving it up to streamers and their mods to decide how to deal with them. "Possible" ban evaders will still appear in chat, but the flag will be visible to the streamer and mods so they can keep an eye on them. "Likely" evaders will also be flagged, but their messages won't appear in the public chat—only the streamer and mods will be able to see them. Channels can choose to hide messages from "possible" offenders as well, if desired. Twitch Suspicious User Detection is available for all Twitch channels now and is enabled by default. If desired, streamers can opt to turn the tools Off or make other adjustments. It's also possible to manually add accounts to keep an eye on, either by using the Suspicious Users widget or directly from the user's Viewer Card. Was this page helpful? Thanks for letting us know! Get the Latest Tech News Delivered Every Day Subscribe Tell us why! Other Not enough details Hard to understand Submit