SDK spoofing on programmatic guaranteed campaigns
Programmatic guaranteed offers the lowest programmatic invalid traffic risk, but SDK spoofing operates at the attribution layer independently of deal quality, making attribution chain monitoring essential even for premium publisher deals.
Trusted by leading brands worldwide
SDK spoofing bypasses deal quality entirely by attacking the attribution layer rather than the inventory layer
Programmatic guaranteed deals represent the highest-trust tier of programmatic buying, but SDK spoofing is uniquely indifferent to deal quality because it operates at the attribution layer rather than the inventory layer. A bad actor does not need to access or compromise your programmatic guaranteed publisher's inventory to execute SDK spoofing. They only need access to your MMP's attribution signal format, which they obtain by reverse-engineering the SDK. A perfectly legitimate programmatic guaranteed impression can be accompanied by a separately transmitted spoofed SDK signal that claims an invalid install on top of the genuine ad delivery.
The risk of SDK spoofing on programmatic guaranteed campaigns is lower in absolute volume than on open exchange, because the smaller impression volumes of guaranteed deals limit the scale at which spoofing operations can generate fake installs without creating detectable statistical anomalies. However, the premium CPMs of guaranteed deals mean that any spoofed install attributed to this inventory costs significantly more to the advertiser than the same spoofing on cheaper inventory tiers. Attribution chain monitoring ensures that the integrity of your highest-quality programmatic investment is verified at every level.
How Tapper stops sdk spoofing on Display programmatic guaranteed
Three steps from connection to clean campaign data, no engineering required.
01
Connect your DSP, guaranteed deals, and MMP to Tapper
Tapper integrates with your full programmatic guaranteed stack, monitoring attribution signals from guaranteed publisher impressions through to MMP install data for any SDK spoofing patterns.
02
Spoofed attribution signals identified alongside guaranteed impressions
Device signal consistency checks, install timing distribution analysis, and post-install behavioral scoring identify SDK spoofing patterns linked to guaranteed deal attribution, including low-volume incidents specific to premium inventory contexts.
03
Spoofed installs excluded and guaranteed deal attribution corrected
Any identified SDK-spoofed installs attributed to programmatic guaranteed placements are flagged and excluded from your CPI calculations, with attribution data corrected to reflect genuine install performance.
SDK spoofing on Display programmatic guaranteed by the numbers
Data from Tapper's platform analysis and published industry research.
20-40%
Average IVT rate on open exchange programmatic
40%
Of invalid mobile traffic uses SDK spoofing to generate fake installs
90%
SDK spoofing detection rate by Tapper
$84B
Lost globally to invalid traffic annually
Tapper vs standard brand safety tools
SDK spoofing detection on guaranteed deals
Attribution chain analysis independent of deal quality tier
No SDK-level monitoring capability
Attribution layer vs inventory layer protection
Monitors attribution signals separately from inventory quality
Brand safety tools only cover inventory content layer
MMP integration for guaranteed campaigns
Cross-references DSP and MMP data per guaranteed impression and install event
No MMP integration
Guaranteed deal CPI integrity
Spoofed installs excluded from guaranteed deal CPI reporting
CPI reporting includes all attributed installs regardless of traffic quality
Leading brands growing with Tapper
See how companies are protecting their ad budgets and improving ROI with Tapper.
13%
lower CPA
8.6%
higher order rate
“Tapper played a key role in improving the efficiency of Du's performance marketing activity by addressing traffic quality issues within campaigns. Following implementation, Du achieved a 13% reduction in CPA and an 8.6% increase in order rate, demonstrating a clear improvement in conversion quality and overall campaign effectiveness.”
Joseph Elbcherrawy
Client Leadership Director, Mindshare, a WPP Media Brand
14%
more conversions
11.4%
lower CPA
“We uncovered low-quality traffic that wasn't visible inside the platforms. Removing it delivered a 14% uplift in conversions and an 11.4% reduction in CPA, a meaningful efficiency gain for INFINITI's 2026 growth plans.”
David Barnes
Data & Technology Lead, Omnicom Group
40%
higher conversion rate
“When we take low-quality traffic out of the funnel before it reaches the algorithm, the campaign optimizes against cleaner signals and the efficiency comes through quickly. For AMA Nissan, that was a 40% lift in conversion rate and a lower CPA on Google, with nothing else in the setup changing. That is the kind of result we want to offer clients as a matter of course.”
Sohail Khan
Senior Performance Manager, WPP Media MENA
Frequently asked questions
SDK spoofing operates at the attribution layer, independently of the publisher relationship. A bad actor intercepts knowledge of your MMP's attribution signals and transmits fabricated install events directly to your measurement partner, without needing access to the publisher's inventory. The guaranteed publisher may be entirely legitimate while SDK spoofing claims invalid installs against the attribution events associated with that publisher's delivery.
Because SDK spoofing bypasses the inventory quality controls that differentiate programmatic deal tiers, the lower overall invalid traffic risk of guaranteed deals does not eliminate SDK spoofing risk. Additionally, the higher CPMs of guaranteed deals mean that any spoofed install attributed to this inventory carries a greater cost per invalid event than the same attack on cheaper inventory. Attribution chain monitoring closes the gap between inventory quality and attribution integrity.
No. Tapper integrates with your existing MMP configuration (AppsFlyer, Adjust, Kochava, Singular, or Branch) without requiring changes to your attribution setup. The analysis layer operates alongside your existing MMP, cross-referencing the data it collects against the DSP impression data from your guaranteed deals to identify spoofing patterns without disrupting your attribution infrastructure.
Other invalid traffic types on Display & programmatic programmatic guaranteed
Stop sdk spoofing on your Display programmatic guaranteed
Get a demo and we will show you exactly what Tapper would block on your account, before you commit to anything.