https://www.tracer.ai/tracer-data/organic-paid-search-protection
May 29, 2025 - Tracer’s brand protection software finds digital and paid search ad fraud across all major search engines and paid advertising platforms.
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https://www.androidauthority.com/android-ai-malware-for-fraud-3634770/
Jan 23, 2026 - A new class of malware that uses AI to commit ad fraud has been discovered, and it can take over your screens without your knowledge.
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https://www.appsflyer.com/blog/mobile-fraud/ad-fraud-prevention-tactics/
Mobile ad fraud prevention: Discover AppsFlyer’s cutting-edge tactics to stop fraudulent networks using machine learning & clustering methodology.
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https://www.anura.io/product
Oct 20, 2025 - Get started with Anura, the industry's leading ad fraud solution, and get definitive results to improve your conversions and marketing spend.
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https://doubleverify.com/blog/ai-powered-ad-fraud-surge-doubleverify-flags-massive-spike-in-malicious-apps
Read our latest blog to learn about how DV Fraud Lab reveals a dramatic rise in fraudulent mobile apps available for download.
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https://liftoff.ai/mobile-heroes/blog/strategies-for-combating-ad-fraud-from-day-1/
Jan 3, 2024 - Tyler began his career in mobile marketing at Fiksu in 2011. Following Fiksu, he joined the Walt Disney Company, promoting top grossing mobile games including...
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https://www.appsflyer.com/products/measurement/fraud-protection/
Block fake installs, bots, and SDK spoofing with real-time fraud protection. Safeguard ad spend and keep attribution data clean.
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https://liftoff.ai/resources/webinar/mitigating-mobile-ad-fraud/
Mar 7, 2019 - Fraud experts from Adjust and Liftoff explore the state of mobile ad fraud and discuss how to detect and prevent fraud without using tools.
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https://liftoff.ai/mobile-heroes/blog/mobile-ad-fraud-4-best-practices-fighting-click-spamming/
Jan 3, 2024 - Research from The&Partnership and Adloox, an ad verification company, estimates that advertisers could stand to lose $16.4 billion this year due to...
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https://www.pixalate.com/
Pixalate, the market-leading ad fraud protection, privacy, and compliance analytics platform for Connected TV (CTV), Mobile Advertising, and Websites.
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https://www.anura.io/programmatic-101-ebook
This comprehensive guide for beginners gives an overview of ad fraud in programmatic advertising and offers insights into future trends and solutions.
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https://www.malwarebytes.com/blog/news/2025/09/224-malicious-apps-removed-from-the-google-play-store-after-ad-fraud-campaign-discovered
Dec 3, 2025 - Researchers have discovered a large ad fraud campaign on Google Play Store.
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https://www.appsflyer.com/blog/measurement-analytics/mobile-ad-fraud-for-marketers/
This detailed guide will cover the evolving nature of online advertising fraud - specifically in mobile channels - along with the industry's evolution.
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https://www.appsflyer.com/customers/Tiket.com/
See how AppsFlyer anti-fraud suite allowed Tiket.com to save 30% on mobile ad spend and 1K work hours a year while lifting ROI and user base.
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https://liftoff.ai/resources/webinar/abcs-mobile-ad-fraud-strategies-fight/
Nov 21, 2017 - Go inside the mind of mobile fraudsters and learn strategies to combat them. Join us as we dive into the topic of mobile fraud.
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https://liftoff.ai/resources/podcast/podcast-mobile-ad-fraud-tricks-watch-advice-follow/
May 11, 2020 - Liftoff is the leading mobile app optimization marketing and retargeting platform for running true CPA optimized mobile app install campaigns to get new,...
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https://www.appsflyer.com/blog/mobile-fraud/ai-ad-fraud-innovation/
AI is both a catalyst and a solution for ad fraud. Learn how AI-driven fraud detection can help you fight sophisticated scams and protect your ad budget.
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https://appdevelopermagazine.com/DoubleVerify-detects-hidden-iOS-ad-fraud/
The SkyWalk scheme embeds secret browsers inside iOS gaming apps, generating millions of fake impressions while draining consumer devices.
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https://liftoff.ai/mobile-heroes/blog/mobile-ad-fraud-and-the-impact-on-finance-apps/
Jan 3, 2024 - Kirill Grigorev is Senior Marketing Manager at Dataduck, a creative publishing studio that delivers tailored service and works globally across multiple...
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https://www.appsflyer.com/blog/mobile-fraud/closed-source-sdk-is-essential/
In the fight against fraud, no solution is perfect: Mobile marketers must pause and ask themselves if they have the right intentions and arsenal.
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https://impact.com/protect-monitor/
Sep 30, 2025 - Expose ad fraud wherever it corrupts your conversion paths. Cut out invalid traffic and reinvest spend in high-quality partnerships. Take the risk out of...
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https://www.novatiq.com/ai-slop-and-new-types-of-ad-fraud-are-draining-marketing-budgets/
AI-generated content is fuelling a new wave of ad fraud. Discover how telcos can help protect marketing budgets through verification
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https://www.kochava.com/product/ad-fraud-prevention/?int-link=menu-mobile-ad-fraud
Nov 24, 2025 - Protect your advertising dollars with AI-powered ad fraud prevention tools from Kochava. Detect and block ad fraud in real-time.
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https://liftoff.ai/mobile-heroes/blog/practical-advice-dealing-mobile-ad-fraud/
Jan 3, 2024 - Etienne is currently Head of UA at Gazeus Games. Previously he was the UA Team Lead at Etermax. From professional Gamer in World of Warcraft to developing his...
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https://www.appsflyer.com/blog/mobile-fraud/ad-fraud-vietnam-challenges-solutions/
Which fraud types are most common in Vietnam? How can you prevent it from polluting your data and wasting your marketing budget?
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https://imsolutions.co.za/services/digital-advertising/google-ads/click-fraud-prevention/
May 22, 2024 - We can add click fraud protection software to your campaigns on Google & Facebook and integrate them directly in the Ad Manager and Business Manager
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https://focustaiwan.tw/society/202506180025
Jun 18, 2025 - Meta Platforms, Inc. could be fined as early as this week for failing to disclose information on individuals who funded advertisements on its social media...
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https://www.appsflyer.com/customers/KisanKonnect/
Find how using AppsFlyer’s Protect360 reduced mobile ad fraud by 89% for KisanKonnect, which also achieved a 2x increase in non-organic growth.
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https://affise.com/blog/fake-clicks-real-damage-how-mobile-fraud-detection-saves-your-ad-budget/
Nov 21, 2025 - Read this article to learn key strategies to secure your ad campaigns and improve ROI with the help of mobile fraud detection.
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https://liftoff.ai/mobile-heroes/blog/mobile-ad-fraud-with-adjust/
Jan 3, 2024 - Guest Blog: Well versed in large-scale data analysis, Andreas Naumann from Adjust brings more than nine years of experience working with advertisers in fraud...
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https://liftoff.ai/resources/webinar/webinar-inside-mobile-ad-fraud/
Apr 18, 2018 - In this on-demand webinar, we take a deep dive into mobile ad fraud in the programmatic space with fresh data on fraudulent ad inventory.
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https://www.anura.io/ad-fraud-ultimate-guide-download
Explore our Ultimate Guide to Ad Fraud Detection and learn how to protect your budget from sophisticated online scams.
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https://liftoff.ai/mobile-heroes/blog/ad-age-mobile-hero-comic-article/
Mar 18, 2024 - This article was originally published on Ad Age on 2020-10-14 by Jack Neff. In Liftoff’s Mobile Heroes comics, marketers battle bot armies, shady agencies...
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https://www.secure-d.io/mobileadfraud2021report/
Secure-D, Upstream's full stack anti-fraud platform, examines how mobile ad fraud has advanced since the pandemic and how this affects operators,...
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https://www.tracer.ai/solutions/product-launch-promotion-fraud
Jan 31, 2024 - Tracer protects your product launch and promotion investments from scams on fake websites, social posts, marketplaces, paid search, and apps.
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https://www.appsflyer.com/customers/playrix/
Playrix used AppsFlyer’s Series-of-events Validation Rules to cut fraudulent rewards by 12.5%, save $100K/month, and improve user acquisition efficiency.
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https://liftoff.ai/mobile-heroes/blog/mobile-ad-fraud-webinar-expert-answers-three-important-questions-liftoff/
Jan 3, 2024 - Guest Blog: Well versed in large-scale data analysis, Andreas Naumann from Adjust brings more than nine years of experience working with advertisers in fraud...
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https://www.fraud0.com/career/
Jul 2, 2025 - Join our mission to eliminate invalid and low-quality clicks on ads. Become a part of a fast-growing startup and find your next career move with fraud0.
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