| Legitimate Use (Defense) | Malicious Use (Offense) | |--------------------------|-------------------------| | Penetration testing of bot detection (WAF bypass) | Credential stuffing & account takeover | | Ad fraud verification | Click fraud & fake inventory | | OSINT undercover operations | Mass fake account creation |
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: Fraudsters use these tools for Credential Stuffing and Account Takeover (ATO). By forging a victim's exact fingerprint, attackers can bypass risk-based authentication systems that normally flag logins from "unknown devices". | Legitimate Use (Defense) | Malicious Use (Offense)