Citizen Lab says ads from Israeli firm DiscoverTech delivered no-click spyware to at least 45 Al Jazeera devices in 2024 and 2025. Wired reports that, by Citizen Lab's account, individuals can do little beyond blocking ads as thoroughly as possible.
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap+20
- Incentives
- Insufficient
- Confidence70
Citizen Lab said Discover-Tech's ads delivered zero-click Candiru attacks to at least 45 Al Jazeera devices. Google and IAB Europe have delisted the vendor, but Citizen Lab cannot yet attribute the attacks to any party.
Reality
- Evidence62
- Adoption70
- Hype gap+15
- Incentives45
- Confidence60
buildOne report1 publisher Two tech-support scams ran ads in AT&T's Yahoo Mail on Oct 7 and 8 that showed a fake Microsoft alert only to Windows desktops on home broadband. In scans by Tuxxin's Daniel Jones, visits from a data center and a phone got an ordinary dating or finance article.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap0
- Incentives35
- Confidence55
Attackers route Google ads through Bing's click-tracking redirect to show bing.com and send Mac users to a fake Claude installer, Push Security found. The setup appears built to pass ad vetting, so the domain an ad displays no longer says where a click lands.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap−5
- Incentives
- Insufficient
- Confidence60
Fake Ledger sites in Google results are asking for recovery phrases while Ledger probes losses researchers put above $86 million. Nothing yet ties that sum to the pages, but the way the campaigns were built makes a top search result a working route into self-custody wallets.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+20
- Incentives
- Insufficient
- Confidence50
Zscaler found Ledger phishing ads running under a verified Google advertiser, with Vercel redirect domains rotating every 15 to 20 minutes. The ad displayed google.com and the pages sat on Google and Vercel hosting, so domain reputation and the verified badge gave defenders little to catch.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap0
- Incentives35
- Confidence55
Huntress traced a RAT campaign that hides its first-stage lure in a ChatGPT Custom GPT on the real chatgpt.com, across at least 40 incidents. Because the page sits on a trusted domain, blocking the ClickFix PowerShell paste is the control that works.
Perspective Coverage
8 publishers
- Builder
- Builder 30%
- Operator
- Operator 64%
- Investor
- Investor 6%
Reality
- Evidence70
- Adoption20
- Hype gap+30
- Incentives40
- Confidence68
buildOne report1 publisher CERT Polska tied 17 Google Play apps and 852 Meta ads to one Android toll-fraud operation aimed at Polish users. Its billing code arrived after install from an object-storage bucket. The public ad records told analysts more than the store listing did.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap−5
- Incentives
- Insufficient
- Confidence55
Huntress traced at least two of more than 40 ClickFix malware incidents to fake custom GPTs on OpenAI's chatgpt.com. On that route every hop before the PowerShell command sat on a Google or OpenAI address, so staff taught to trust familiar domains would click through each one.
Reality
- Evidence45
- Adoption20
- Hype gap+20
- Incentives
- Insufficient
- Confidence50
Group-IB says the RemControl Android banking trojan reaches bank customers in six countries and the Middle East via Meta ads and fake Google Play pages. Its server address sits in a Telegram dead-drop, so the operator can move infrastructure without a new build.
Perspective Coverage
4 publishers
- Builder
- Builder 34%
- Operator
- Operator 59%
- Investor
- Investor 7%
Reality
- Evidence65
- Adoption
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence65
Cato Networks says a sponsored ad outranked OpenAI's own page, sending macOS developers to a Google Sites portal whose ClickFix content lives on infrastructure Google never hosted.
Perspective Coverage
3 publishers
- Builder
- Builder 34%
- Operator
- Operator 58%
- Investor
- Investor 8%
Reality
- Evidence60
- Adoption
- Insufficient
- Hype gap+10
- Incentives35
- Confidence65
ThreatFabric traced the StreamRat dropper through four ordinary Android permission prompts to an Accessibility grant that hands operators keystrokes, credential overlays and remote control, with no infection count published.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+15
- Incentives40
- Confidence60
Check Point's deobfuscation of 23 compiled V8 bytecode samples shows JSCeal replaying stolen cookies inside the victim's own browser profile, then stuffing local credentials at any password prompt until it holds a fresh OAuth token.
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+18
- Incentives45
- Confidence63
Hudson Rock and ADAMnetworks link the ads to an operation they call PasteSwitch, which hands Windows and macOS visitors different paste-this-command lures and swaps payloads on the backend depending on who arrives.
Perspective Coverage
5 publishers
- Builder
- Builder 29%
- Operator
- Operator 65%
- Investor
- Investor 6%
Reality
- Evidence74
- Adoption
- Insufficient
- Hype gap+8
- Incentives50
- Confidence72
buildOne report1 publisher Huntress and BleepingComputer describe sponsored ads that land on a real Claude Artifact page. The download link and the pasted curl command both reach elsewhere, so the trusted hostname never serves the payload.
Reality
- Evidence45
- Adoption35
- Hype gap+15
- Incentives55
- Confidence45
Huntress tracked nine months of malware campaigns run through shipped AI sharing features. Public Claude Artifacts, claude.ai/share links and indexable ChatGPT and Grok conversations all put the lure on a domain the victim already trusts.
Reality
- Evidence45
- Adoption38
- Hype gap+12
- Incentives85
- Confidence50
buildOne report1 publisher A genuine Carnival booking confirmation passed SPF, DKIM and DMARC and pointed at a promotional domain the company had let lapse. Someone re-registered it, wired it into a cloaking network, and the link kept routing for 74 days.
Reality
- Evidence62
- Adoption42
- Hype gap−12
- Incentives30
- Confidence57
Microsoft Threat Intelligence documents ChatGPT, Copilot, DeepSeek and Claude lures spanning phishing kits, adversary-in-the-middle credential theft, malvertising and fake GitHub installers. A broker it tracks as Storm-3075 resells the access it wins.
Reality
- Evidence42
- Adoption45
- Hype gap+15
- Incentives85
- Confidence50
NYU and Radboud researchers spent a year turning Google's Ads Transparency Center into a detector for deceptive software ads, and found that the report button removes a creative while leaving the domain behind it serving.
Reality
- Evidence58
- Adoption30
- Hype gap+12
- Incentives45
- Confidence55
Intel 471 found an unauthenticated panel called AppPanda running fake streaming lures behind paid Facebook ads, with affiliate tooling that re-signs the Android payload every hour and tracks ad spend the way a growth team would.
Reality
- Evidence64
- Adoption74
- Hype gap+15
- Incentives58
- Confidence56