ad-fraud 开源项目推荐（27 个）

papa-torb /adtruth

面向小型企业的开源广告欺诈检测，采用机器学习。检测来自 Google Ads、Facebook Ads 及其他平台的点击欺诈和机器人流量。完全免费。

Chrome-Extensions-labs /Inventory-Auth-Auditor

📋 Chrome extension (MV3) for AdOps teams to bulk-validate ads.txt and app-ads.txt lines against a reference set. Features soft-404 detection, protocol fallback, duplicate detection, grouped/standard table layouts, and CSV export.

wantmyusername /cookie-stuffing

Artefacto de referencia (NO USAR): ejemplo de cookie stuffing, una tecnica de fraude publicitario/afiliados. Documentado con aviso y sin instrucciones de uso.

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.

builtbyfood /projector-reclaim

Preinstalled BADBOX 2.0 ad-fraud malware on a WiMiUS P63 Android projector: full analysis, IoCs, detection script, removal guide, and a private replacement launcher (Roku or built-in apps).

JoinDataCops /clickguard-alternative

DataCops vs ClickGUARD

JoinDataCops /best-invalid-traffic-detection

Best invalid traffic detection

JoinDataCops /best-click-fraud-protection-2026

Best click fraud protection 2026

JoinDataCops /best-google-ads-fraud-protection

Best Google Ads fraud protection

JoinDataCops /trafficguard-alternative

DataCops vs TrafficGuard

poojanoochila /phishing-incident-analysis

SOC-style phishing incident investigation analyzing a multi-vector job scam campaign. Performed email header analysis, URL inspection, and IOC extraction; mapped attack techniques to MITRE ATT&CK and documented findings with remediation and responsible disclosure.

RiceCooooker /argentinaout-ad-fraud

Technical analysis of multi-network ad monetization patterns on argentinaout.com

JoinDataCops /best-ppc-fraud-protection

Best PPC fraud protection

nextbz299-svg /trafdozor

ТрафДозор — облачный сервис анализа трафика и защиты сайтов от ботов, парсеров и подозрительной автоматизированной активности. Готовится новый модуль Ad Traffic Protection для мониторинга качества рекламного трафика, выявления ботов и подозрительных переходов из Telegram Ads, Google Ads, VK Ads и Яндекс Директ.

jweezy119 /bottollbooth

Transparent traffic intelligence for the open web. Classifies humans vs AI crawlers / search / spam from your own access logs, estimates ad-revenue impact, and generates CoMP/EU AI-act robots.txt + disclosures. Zero-dependency Node engine, self-hosted API, browser demo.

Ansarii /google-ads-malware-cloaking-detector

Open-source forensic CLI to diagnose Google Ads Malicious Software & Circumventing Systems suspensions via AdsBot differential crawling

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