Browser Extension
Tracking pixel fired by a potentially malicious or hijacked browser extension on the user’s browser. These extensions may hijack search queries, inject ads, or redirect users to install additional extensions.
Cryptomining
Script that uses browser resources to mine cryptocurrency without user consent.
Landing Page
Flags pages or redirects that lead to unsafe, deceptive, or irrelevant destinations.
Common issues include fake downloads, phishing forms, or domains unrelated to the advertised content.
Malware
Code or content associated with malicious activity, including:
Bitcoin or crypto mining scripts
Cloaked or deceptive ads
Domain shadowing
Exploit kits or infectious code
Unsafe click trackers or landing pages
Phishing
Attempts to collect personal or sensitive information deceptively, such as fake login or support pages.
Pornography
Ads or content containing explicit adult imagery or sexual material.
Redirect
Forceful or unexpected navigation away from the original page or ad. Redirects are typically caused by injected scripts or malicious tags that hijack the user’s session to drive fake traffic, load deceptive landing pages, or prompt unwanted app installs. Common behaviors include:
Auto-redirects that load new pages without a click
Click hijacking or invisible ad overlays
Redirect chains hiding the true destination domain
Redirects that trigger only for specific devices, geos, or browsers
Risky Platform
Platforms repeatedly linked to unwanted or suspicious behavior.
While not inherently fraudulent, they are often exploited by bad actors for malvertising campaigns.
Suspicious Content
Flagged for unusual or obfuscated behavior, such as:
Ad stacking or impression stuffing
Fake downloads or updates
Highly obfuscated JavaScript
Pixel stuffing
Recently registered or low-reputation domains
Suspicious ad servers, DSPs, or platforms
Unrelated or misleading information in the ad
Trojan
Redirects users to install potentially unwanted or harmful programs.
Video Stuffing
Hidden or invisible video ads that play in the background to inflate impressions or revenue.
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