An Update on How We’re Fighting Fake Accounts

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href="https://www.linkedin.com/blog/member/trust-and-safety" class="t-16 t-sans t-black t-semibold header-nav__toplink" target="_self"> Trust & safety </a>  </li> </ul> <div class="custom-header__button-share-container--mobile">  </div> </nav> </div> <main role="main"> <div id="lithograph-app"> <section id="component-container" data-attach-collapse-behavior="true"> <div id class="component component-articleHeadline" data-component-type="articleHeadline"> <div class="article-headline-container">  <h1 class="article-headline t-40" data-article-title="How We’re Protecting Members From Fake Profiles">How We’re Protecting Members From Fake Profiles</h1> <div class="article-meta t-14 article-meta__hairline"> <div class="article-meta__byline-container"> <div class="author-profile__author-container"> <img class="author-profile__author-image" srcset="https://media.licdn.com/dms/image/v2/D4E03AQGmoSMH_f1sJQ/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1729652588347?e=2147483647&v=beta&t=Fro8l44jJ1waM_6W8E1I-f9h_fy7Lgo9a5y5ZexnlrM 100w,https://media.licdn.com/dms/image/v2/D4E03AQGmoSMH_f1sJQ/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1729652588347?e=2147483647&v=beta&t=9aFEEaRLFjJDSM18NWTpUUKhzguKfr8mE6hu5--EkZ4 200w,https://media.licdn.com/dms/image/v2/D4E03AQGmoSMH_f1sJQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1729652588347?e=2147483647&v=beta&t=_gWc6qFODrsVWN7Kxd2g9lR_586Z8MVelYUTRKHf3GY 400w,https://media.licdn.com/dms/image/v2/D4E03AQGmoSMH_f1sJQ/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1729652588263?e=2147483647&v=beta&t=VdN4X9TcOKtL4wjGRoRgJIgjI6exC_JXaApTi4v29ro 800w," sizes="(max-width: 480px) 480px, (max-width: 767px) 767px, (max-width: 1024px) 1024px, 1920px" src="https://media.licdn.com/dms/image/v2/D4E03AQGmoSMH_f1sJQ/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1729652588263?e=2147483647&v=beta&t=VdN4X9TcOKtL4wjGRoRgJIgjI6exC_JXaApTi4v29ro" alt="Paul Rockwell"> <div class="author-profile__author-text-container"> <a href="https://www.linkedin.com/in/prockwell" target="_blank" class="t-14 t-bold"><span class="screen-reader">Authored by</span>Paul Rockwell</a> <p class="t-14">Seasoned tech exec (Product, Operations, Safety, CX), board member, startup advisor</p> <p class="t-14 t-black--light" data-published-date="2019-8-20"> August 20, 2019 </p> </div> </div>  </div> <div class="social-share"> <ul class="social-share__list share-list" title="Share via" data-share-list> <li class="share-list__item share-item"> <a href="#" class="share-item__link medium-round-muted-tertiary-button" role="button" data-tracking-control-name="_linkedin_share" data-share-type="linkedin" aria-label="Share on LinkedIn, New window will open"> <li-icon class="share-item__icon" type="linkedin-icon"></li-icon> </a> </li> <li class="share-list__item share-item"> <a href="#" class="share-item__link medium-round-muted-tertiary-button" role="button" data-tracking-control-name="_facebook_share" data-share-type="facebook" aria-label="Share on Facebook, New window will open"> <li-icon class="share-item__icon" type="facebook-icon"></li-icon> </a> </li> <li class="share-list__item share-item"> <a href="#" class="share-item__link medium-round-muted-tertiary-button" role="button" data-tracking-control-name="_twitter_share" data-share-type="twitter" aria-label="Share on Twitter, New window will open"> <li-icon class="share-item__icon" type="twitter-icon"></li-icon> </a> </li> </ul> </div> </div> </div> </div> <div id class="component component-migratedContent" data-component-type="migratedContent"> <div class="rich-text"> <p>LinkedIn continues to grow as an active professional community of more than 645 million members where real people find jobs, advice and a chance at economic opportunity. Our teams are <a href="https://www.linkedin.com/pulse/what-our-team-doing-keep-linkedin-safe-paul-rockwell/" target="_blank" data-tracking-control-name="_anchor_link">working to keep LinkedIn a safe place</a> for professionals by proactively finding fake profiles then removing them and any content they share.</p> <p>Between January and June 2019, we took action on 21.6 million fake accounts. This includes:</p> <ul> <li><p>Preventing 19.5 million fake accounts from being created at registration. This means the vast majority - 95% - were stopped automatically, without ever being live on LinkedIn.<br> </p> </li> <li><p>Restricting 2 million fake accounts before members reported them and 67,000 following member reports. This was possible by pairing human review with artificial intelligence and machine learning and our members who <a href="https://www.linkedin.com/pulse/helping-you-report-inappropriate-behavior-how-to-videos-madhu-gupta/" target="_blank" data-tracking-control-name="_anchor_link">report fake accounts</a>.<br> </p> </li> <li><p>98% of all fake accounts we prevented or took down were done so through our <a href="https://engineering.linkedin.com/blog/2018/09/automated-fake-account-detection-at-linkedin" target="_blank" data-tracking-control-name="_anchor_link">automated defenses</a>, including artificial intelligence and machine learning. The rest were captured through manual review.</p> </li> </ul> <p>We want to make sure our community continues to be a valuable resource for you; one that creates opportunities to find jobs, make connections and grow careers. When we stop fake accounts, we start more chances for economic opportunity. We are committed to using every measure available to maintain your safety, allowing everyone to access economic opportunity while feeling supported and secure.</p> </div> </div> <div id class="component component-postList" data-component-type="postList"> <section id="postList0FocusPoint" class="component__content-container list-layout" data-post-list> <section class="simple-topic-list"> <p class="t-14 t-bold">Topics: <a class="simple-topic-list__topic" href="https://www.linkedin.com/blog/member/trust-and-safety"> Trust and safety </a> </p> </section> <hr class="artdeco-divider"> <section class="list-layout__headline-container"> <p class="list-layout__headline t-32 t-sans">Related articles</p>  </section> <ul class="list-layout__posts"> <li class="post-list__item list-post"> <div class="list-post__content-container"> <p class="list-post__content-container__topic"> <a class="t-14 t-bold" href="https://www.linkedin.com/blog/member/trust-and-safety"> Trust and safety </a> </p> <div 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data-delayed-url="https://media.licdn.com/dms/image/v2/D4D08AQG8Xwqpcww3Ww/croft-frontend-shrinkToFit1024/croft-frontend-shrinkToFit1024/0/1696290527013?e=2147483647&v=beta&t=mlkk-MUS6TGdJxL7fF-8L7VOIsbhrXicQZLpewGxV1w" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/8pouyb1ly746xtru0x7p2axm0" sizes="(max-width: 480px) 480px, (max-width: 767px) 767px, (max-width: 1024px) 1024px, 480px"> </figure> </div> </li> <li class="post-list__item list-post"> <div class="list-post__content-container"> <p class="list-post__content-container__topic"> <a class="t-14 t-bold" href="https://www.linkedin.com/blog/member/trust-and-safety"> Trust and safety </a> </p> <div class="list-post__content-container__title"> <a class="list-post__link t-20 t-black" href="https://www.linkedin.com/blog/member/trust-and-safety/working-together-to-keep-linkedin-safe"> Working together to keep LinkedIn safe </a> </div> <div class="list-post__content-container__byline"> <p class="list-post__content-container__author 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