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Google used AI to suspend over 39M ad accounts suspected of fraud
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谷歌在2024年加大了对广告欺诈的打击力度,封禁了超过3920万个广告账户,是前一年的三倍多。谷歌利用大型语言模型(LLMs)和其他技术手段,检测并封禁了大量违规账户,重点打击广告网络滥用、商标侵权、虚假医疗声明等行为。美国是受影响最严重的地区,其次是印度。谷歌还采取了多项政策更新和技术措施,以减少欺诈广告的出现。此外,谷歌还加强了对选举广告的监管,并提供了申诉流程,以确保公平性。谷歌表示,这些措施表明其预防工作正在取得进展。

🚫 谷歌在2024年封禁了3920万个广告账户,是2023年的三倍多,旨在打击广告欺诈行为。这些账户的封禁主要与广告网络滥用、商标侵权、虚假医疗声明、个性化广告和虚假陈述有关。

🤖 谷歌利用大型语言模型(LLMs)和各种信号,例如业务冒充和非法支付细节,在广告投放前就暂停了“绝大多数”广告账户。此外,谷歌推出了50多项LLM增强功能,以加强其在所有平台上的安全执行机制。

🛡️ 谷歌推出了技术对策和30多项广告和发布商政策更新,这有助于暂停超过70万个违规广告账户,导致深度伪造广告的报告下降了90%。谷歌还验证了超过8900个新的选举广告商,并删除了1070万个选举广告。

🌍 谷歌表示,美国是受影响最严重的地区,封禁了3920万个广告客户账户,印度是第二大受影响国家,有290万个账户被暂停。谷歌还在印度删除了2.474亿条广告,主要违规行为涉及金融服务、商标侵权、广告网络滥用、个性化广告和赌博游戏。

🗣️ 谷歌提供了申诉流程,包括人工审查,以确保其采取了“适当的行动”。谷歌更新了许多相关政策,提高了透明度,以便更好地解释违规原因,帮助广告商理解。

Google on Wednesday said it suspended 39.2 million advertiser accounts on its platform in 2024 — more than triple the number from the previous year — in its latest crackdown on ad fraud.

By leveraging large language models (LLMs) and using signals such as business impersonation and illegitimate payment details, the search giant said it could suspend a “vast majority” of ad accounts before they ever served an ad.

Last year, Google launched over 50 LLM enhancements to enhance its safety enforcement mechanisms across all its platforms.

“While these AI models are very, very important to us and have delivered a series of impressive improvements, we still have humans involved throughout the process,” said Alex Rodriguez, a general manager for Ads Safety at Google, in a virtual media roundtable.

Image Credits:Jagmeet Singh / TechCrunch

The executive told reporters that a team of over 100 experts assembled across Google, including members from the Ads Safety team, the Trust and Safety division, and researchers from DeepMind. They analyzed deepfake ad scams involving public figure impersonations and developed countermeasures.

The company introduced technical countermeasures and over 30 ads and publisher policy updates last year. These moves helped suspend over 700,000 offending advertising accounts, leading to a 90% drop in reports of deepfake ads, the company claims.

In the U.S. alone, Google said it suspended 39.2 million advertiser accounts and took down 1.8 billion ads last year, with key violations tied to ad network abuse, trademark misuse, healthcare claims, personalized ads, and misrepresentation.

India, the world’s most populous country and the second biggest internet market after China in terms of users, saw 2.9 million account suspensions last year, Google said, making it the second-highest after the U.S. The company also removed 247.4 million ads in India, with the top five policy violations related to financial services, trademark misuse, ad network abuse, personalized ads, and gambling and games.

Of all the advertiser account suspensions, Google said it suspended 5 million accounts for scam-related violations.

Overall, the company removed almost half a billion ads related to scams.

Image Credits:Jagmeet Singh / TechCrunch

Google also verified more than 8,900 new election advertisers in 2024, which saw half of the world’s population go to the polls, and removed 10.7 million election ads. However, Rodriguez noted that the volume of election ads compared to Google’s overall ad numbers was relatively small and would not significantly impact its safety metrics this year.

In total, Google said it blocked 5.1 billion ads last year and removed 1.3 billion pages. In comparison, it blocked over 5.5 billion ads and took action against 2.1 billion publisher pages in 2023.

Google told TechCrunch that the decreasing numbers indicated improvements in its prevention efforts. By improving early detection and suspension of malicious accounts, fewer harmful ads are produced or reach the platform, the company said.

The company also restricted 9.1 billion ads last year, it said.

Importantly, large-scale suspensions sometimes spark concerns over how fairly a company applies its rules. Google said it offers an appeal process that includes human reviews to ensure it took “appropriate action.”

“Oftentimes, some of our message wasn’t as clear and transparent about specifics, about what the rationale was, or reasoning, and sometimes that left the advertiser a little more confused. We ended up updating a bunch of our policies as it related to that, a bunch of our transparency capabilities in terms of the messaging around what and why to help the advertiser…It’s been a big focus for the team as part of 2024 and into 2025,” Rodriguez said.

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谷歌 广告欺诈 账户封禁 LLM 广告政策
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