Answer

Crypto fraud detection screens a wallet's counterparties for links to scams, fake projects and fraudulent operators; Plastron flags fraud exposure free across seven EVM chains, returning a risk verdict in seconds with no signup.

Crypto Fraud Exposure Detection

Fraud signals in your wallet history — wash trading, manipulation patterns, rapid transaction clusters — create compliance risk at regulated exchanges.

Fraud in cryptocurrency encompasses a wide range of behaviors beyond scam tokens and phishing: wash trading to create artificial volume, coordinated pump-and-dump operations that recruit wallet holders into manipulative buying patterns, market manipulation through spoofing and layering on centralized exchanges, and new wallet fraud signals where a recently created wallet rapidly executes a high volume of transactions. Each of these patterns creates fraud-category exposure in your wallet history that can trigger enhanced review at regulated exchanges. The challenge for ordinary users is that some fraud patterns can emerge from legitimate behavior that superficially resembles manipulation. A wallet that bought into a project before a coordinated pump — without knowledge of the coordination — may have trading patterns that look like pump-and-dump participation to an automated compliance system. Similarly, users who traded high-frequency on DEXs may have transaction clusters that resemble wash trading patterns even without any manipulative intent. Plastron's fraud detection module identifies these patterns and scores them by likelihood and severity. A wallet with a new account fraud signal (new wallet, rapid transactions) but otherwise clean counterparties scores Low. A wallet with counterparty relationships to known pump-and-dump operation wallets scores substantially higher. Understanding your fraud exposure helps you anticipate and respond to compliance questions from exchanges.

How Plastron Helps

Fraud Signal Detection

Plastron identifies wallet behavioral patterns associated with fraud: new wallet age combined with high transaction velocity (new-account fraud indicator), counterparty relationships with addresses tagged as wash trading or market manipulation participants in threat databases, and interaction patterns consistent with coordinated buying campaigns. Each pattern is scored separately and contributes to the fraud category in your composite risk score.

Known Fraud Address Screening

Our database includes addresses tagged as fraud-linked by Forta, CryptoScamDB, and community threat intelligence. Counterparties matching these addresses are flagged as fraud exposure regardless of the behavioral pattern of your wallet. The report shows the specific fraud address, the risk classification, and your transaction history with it.

Fraud Category Context

Fraud carries a 10% weight in Plastron's composite risk scoring, making it less severe than sanctions or mixer exposure but still material. The fraud portion of your report explains each signal found, its severity level, and the specific counterparties or patterns that generated it — giving you the context needed to respond to exchange documentation requests if your deposit is flagged.

Risk Categories We Screen

Fraud
Scam tokens, rug pulls, and pig-butchering schemes. The fastest-growing category of crypto crime.
Phishing
Known phishing wallets and address poisoning campaigns. These drain victims through deception.
$10.3B
Lost to crypto fraud in 2022
Source: FBI IC3 Annual Report 2022
10%
Fraud category weight in Plastron's composite risk score
Source: Plastron scoring methodology
60
Fraud risk score for wallets with known fraud address counterparties
Source: Plastron scoring methodology

Frequently Asked Questions

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