click-fraud 开源项目推荐（22 个）

papa-torb /adtruth

Open-source ad fraud detection for small businesses using machine learning. Detect click fraud and bot traffic from Google Ads, Facebook Ads, and other platforms. Completely free.

1Caxz /Blogspot-ClickFraud

Javascript library to prevent Adsense click fraud.

hamid-digitalmarketer /ppc-waste-detector

Free, open-source PPC budget leak detector for Google & Meta Ads. Detects negative keyword gaps, search query bleed, click fraud, and zero-conversion spend.

allimist /clickguard

Click-fraud protection for Google/Microsoft/Meta Ads: detects invalid clicks, excludes bad IPs upstream, compliant split-URL A/B testing with audience-based routing. No cloaking.

Vdom328 /searchbastion-tracking

SearchBastion standalone click tracking snapshot. Dependency-free JavaScript with configurable endpoints for click and heatmap events.

JoinDataCops /best-invalid-traffic-detection

Best invalid traffic detection

JoinDataCops /clickguard-alternative

DataCops vs ClickGUARD

JoinDataCops /best-click-fraud-protection-2026

Best click fraud protection 2026

JoinDataCops /best-google-ads-fraud-protection

Best Google Ads fraud protection

FarazKIqbal /FraudGuard

Detect ad click fraud in real-time with a stacked ML ensemble (Random Forest, XGBoost, Neural Network, Logistic Regression)

JoinDataCops /trafficguard-alternative

DataCops vs TrafficGuard

JoinDataCops /fraud-blocker-alternative

DataCops vs Fraud Blocker

Ads-Protego /adsprotego

Official public repository for AdsProtego — ad fraud protection and traffic monitoring for Google Ads, Meta Ads, TikTok Ads and Microsoft Ads.

JoinDataCops /clickcease-alternative

DataCops vs ClickCease

mizcausevic-dev /fraud-click-filter

Traffic-integrity control plane for filtering fraudulent or low-trust clicks before they pollute analytics, attribution, and paid-efficiency reporting.

JoinDataCops /best-ivt-detection

Best IVT detection

T4VN /uTPro.Feature.AdProtect

Ad Protect - Invalid-click protection & ad-serving gate for Umbraco 17 & 18: block bots/scanners by IP/CIDR/country/ASN, click budgets with auto cooldown. Free.

wchu3798-cpu /clickshield-demo

该项目在 GitHub 上没有填写描述

JoinDataCops /best-ppc-fraud-protection

Best PPC fraud protection

wavenoxx /adshield-x

Ad click-fraud detection measured against unseen bot families, an adaptive adversary, drifting traffic, and money lost — not just accuracy.