Industry-Leading Fraud Detection
98% fraud detection rate powered by machine learning — protect your budget from bots, device farms, SDK spoofing, and install hijacking.
Ad Fraud Costs the Industry $100B+ Annually
Mobile ad fraud is one of the biggest threats to performance marketing ROI. Without proper detection, up to 25% of a typical campaign budget can be lost to fake installs, click flooding, and device farms.
Bidroid was built with fraud detection at its core — not bolted on as an afterthought. Every event is analyzed, every publisher is monitored, and invalid traffic is blocked before it reaches your invoice.
$100B+
Annual industry fraud losses
22%
Avg. fraud rate (industry)
2%
Fraud rate on Bidroid
$200K
Avg. fraud savings per client/quarter
Fraud Types We Block
Click Flooding
highDetects abnormally high click volumes from single sources attempting to claim last-touch attribution.
Install Hijacking
criticalPrevents malicious apps from intercepting install broadcasts and claiming fraudulent attribution.
SDK Spoofing
criticalIdentifies fake SDK traffic generated without a real device or app interaction.
Fake Devices
highBlocks emulated devices and device farms using device fingerprinting and behavioral analysis.
4-Layer Detection Process
Signal Collection
Every click and install generates 50+ data signals: device fingerprint, IP, UA, time-to-install, behavior patterns.
ML Scoring
Our ML model scores each event for fraud probability in real time using historical fraud patterns and anomaly detection.
Automated Blocking
Events scoring above threshold are blocked automatically before they reach billing or attribution.
Publisher Enforcement
Publishers generating high fraud rates are automatically paused and reviewed by our quality team.
Tracking Accuracy
Fraud Blocked
Avg. Response Time
Monitoring
Privacy-Safe Fraud Detection
Bidroid's fraud detection operates fully within GDPR and CCPA requirements. We analyze behavioral signals and device characteristics without collecting or storing personally identifiable information.
GDPR Compliant
CCPA Compliant
IAB Standards
MRC Accredited