Tapper
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SDK spoofing

Stop SDK spoofing on Google Ads

SDK spoofing generates invalid attribution events by replaying intercepted network traffic, stealing credit for installs that never happened and corrupting your Google UAC optimization data.

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SDK spoofing steals attribution without a real install ever occurring

SDK spoofing is among the most technically sophisticated forms of invalid mobile traffic. Bad actors intercept and analyze legitimate SDK traffic between your app and your MMP, then replay and manipulate those signals at scale to generate fake install and in-app event attributions. No real device is needed, no app is downloaded, and no user is ever acquired, yet your MMP records thousands of attributed installs that drain your Google UAC budget.

Because spoofed events are structurally identical to genuine ones, they pass the basic integrity checks built into most MMPs. The tell-tale signs are statistical rather than individual: impossibly high event frequencies from single devices, in-app event completions that precede the install timestamp, and post-install funnels that complete in seconds rather than the minutes genuine users take. Tapper's statistical anomaly engine surfaces these patterns across your install cohorts.

How Tapper stops sdk spoofing on Google

Three steps from connection to clean data, no engineering required.

01

Validate cryptographic event integrity signatures

Tapper verifies that install and in-app events carry valid cryptographic signatures from your MMP SDK, rejecting replayed or synthetically constructed postbacks that lack authentic signing.

02

Detect impossible event timing sequences

Events that complete faster than device hardware permits, or that arrive in sequences impossible within a genuine user session, are flagged as spoofed regardless of their apparent structural validity.

03

Protect UAC optimization from corrupted signals

Spoofed installs and events are excluded from Google Ads conversion reporting, ensuring UAC optimizes toward genuine user behavior rather than algorithmically generated attribution noise.

SDK spoofing by the numbers

Data from Tapper's platform analysis and published industry research.

15%

Of mobile ad spend affected by SDK spoofing attacks globally

0.3s

Median time for spoofed events to complete full post-install funnel

$1.6B

Annual losses attributed to SDK spoofing in app marketing

99%

Of spoofed installs pass standard MMP structural validation checks

Tapper vs Google's built-in detection

Capability
Tapper
Google's built-in detection

Cryptographic event validation

Tapper

Verifies MMP SDK signing on every install and in-app event postback received

Google's built-in detection

No cryptographic verification layer; structural validity is the only check applied

Event timing anomaly detection

Tapper

Flags events completing in sub-human time sequences across full install funnels

Google's built-in detection

No temporal sequence analysis across the post-install funnel is performed

Cross-cohort statistical analysis

Tapper

Compares install cohorts statistically to surface spoofing patterns at the network level

Google's built-in detection

Individual install evaluation only; network-level spoofing patterns go unseen

MMP integration depth

Tapper

Deep API integration with raw postback data access for full event inspection

Google's built-in detection

No direct MMP integration; receives only aggregated conversion summaries

Case studies

Leading brands growing with Tapper

See how companies are protecting their ad budgets and improving ROI with Tapper.

Frequently asked questions

Device farms require actual physical or emulated devices to run apps and generate events. SDK spoofing requires no device at all. Bad actors simply replay intercepted SDK network traffic to synthesise attribution signals. This makes SDK spoofing faster, cheaper, and more scalable for the operators behind it, and harder to detect because no anomalous device behavior is ever generated.

In most cases, no. Tapper's SDK spoofing detection works primarily at the MMP integration and postback validation layer, which does not require a new app release. For advertisers who want the highest confidence level of cryptographic event signing, Tapper does offer a lightweight in-app component, but protection begins immediately through the MMP integration alone.

Yes. Tapper attributes invalid traffic detections back to the originating network, sub-publisher, and placement where that data is available in your MMP. This means you can identify if SDK spoofing is concentrated on particular UAC inventory sources and feed that intelligence back into your campaign placement exclusions.

Worried about sdk spoofing on other platforms?

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