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#Fraud Detection

2 articles

AdTech Reality

What Antifraud Services Actually Detect (And What They Can't)

Antifraud vendors promise to catch fraud. But their capabilities have real limits. Understanding what they can and cant do helps set realistic expectations.

December 11, 20255 min read
Technology & Architecture

How PopTrade Detects Ad Fraud: A Technical Overview Without the ML Hype

An honest look at how our fraud detection works - signal-based scoring, soft rejects, and why we dont pretend to have magical AI that catches everything.

November 28, 20255 min read

Pop Trade...

Non-custodial ad marketplace with instant settlement. Funds locked in on-chain escrow, algorithmic payouts, auditable oracle logic.

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