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Useful information for fighting ad fraud and beyond.

Learn all about ad fraud and exactly why your advertising isn't performing as expected. Before you start, we recommend reading our platform documentation.

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What is fraud: a complete guide
Basics 8 min

What is fraud: a complete guide for business

Breaking down the main attack vectors: ad fraud, payment fraud, and social engineering. Protect your business in 2026.

Types of fraud in 2026
Basics 6 min

Types of fraud in 2026: current schemes

APP fraud, synthetic identities, and account takeovers. How AI helps attackers bypass modern defense systems.

Anti-fraud glossary
Basics 5 min

Anti-fraud glossary: the language of pros

From BIN attacks to cookie stuffing. A detailed glossary for risk managers and IT specialists with practical examples.

Anti-fraud for E-commerce
E-commerce 7 min

Anti-fraud for E-com: profit protection

How to protect your loyalty program, prevent return fraud, and save your marketing budget from abusers.

Fraud in affiliate marketing
Marketing 8 min

Fraud in affiliate marketing: a checklist

Click Injection, SDK Spoofing, and fake clicks. Learn how to verify your CPA network and stop paying for garbage traffic.

Protecting financial services
Fintech 7 min

Real-Time protection for Fintech services

Why rules-based approaches lose to machine learning and how to score transactions in under 200 milliseconds.

How to choose an anti-fraud system
Basics 7 min

How to choose an anti-fraud system: 7 criteria

In-house or SaaS solution? Analyzing response speed, decision transparency (Explainable AI), and False Positives.

AI and ML in fraud prevention
AI 9 min

AI and ML in fraud prevention: a deep dive

From static to dynamic. How neural networks gather digital fingerprints and detect anomalies before a theft occurs.

Savings case study
E-commerce 5 min

Case Study: How an E-com client saved 45M

Real integration experience. A 9x reduction in fraud levels and unburdening the moderation team thanks to ML anti-fraud.

Online payments checklist
E-commerce 6 min

Online payment security checklist

From configuring 3D-Secure 2.0 to proxy detection. Basic self-assessment of your site's payment infrastructure.

Ad fraud in Google
Marketing 8 min

How to spot ad click fraud

Anomalous CTR, zero time on site, and high bounce rates. Searching for bot traffic signs in your Google Analytics.

Yandex.Pixel and analytics
Marketing 7 min

How Yandex.Pixel works: technical review

How data moves between Audiences, Metrica, and Direct, and why bots can completely break your auto-bidding strategies.

Why Facebook and Google pixels don't protect against click fraud
Marketing 10 min

Why pixels don't protect against click fraud

Analyzing pixel architectural flaws: why they detect fraud too late and how it destroys your analytics.

What is fraud traffic
Basics 9 min

How fraud traffic devours your ad budget

Learn how bots destroy up to 25% of your ad budget. We break down 5 click fraud mechanics and protection methods.

Case Study: +30% real app installs
Marketing 11 min

Case Study: +30% real app installs (anti-fraud)

How identifying Click Injection and bot farms helped an international brand reduce CPI by 40%.

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