Cloned Boy
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Educational analysis to understand payment systems and protect against fraud.
Example of a request to the Binlist API:
Answer:
Card identification (bank, type, country).
Security (anti-fraud, fraud blocking).
Commission calculation.
For legal study:
Want to dig deeper into how BIN is related to 3-D Secure or how banks detect BIN attacks? Ask!
1. What is a BIN number?
BIN (Bank Identification Number) is the first 6-8 digits of the bank card number, which identify:- Issuing bank (for example, 4276 29 → Sberbank).
- Card type (debit/credit, Visa/Mastercard).
- Card level (Classic, Gold, Platinum).
- Country of manufacture.
- Card 4147 2020 1234 5678 → BIN 414720 → Bank of America (Visa Platinum, USA).
2. How is BIN used in payment systems?
2.1. Transaction authorization
- When paying online, the system checks the BIN to:
- Determine the issuing bank for the authorization request.
- Check the country of the card (if the store restricts regions).
2.2. Security and antifraud
- Fraud check:
- If BIN 414720 (USA), and IP address from Nigeria → risk of blocking.
- Services like MaxMind and Sift analyze BIN to detect anomalies.
- Blocking stop-list BINs:
- Some BINs are known to scammers (for example, prepaid cards).
2.3. Determination of commissions
- International payments: BIN helps calculate conversion fees (e.g. ruble card in the Eurozone).
3. Where to find BIN databases? (Legal sources)
For research and development:- Official APIs:
- Binlist.net (free API for checking BIN).
- Visa/Mastercard BIN Lookup (for payment system partners).
- Open bases:
- GitHub repositories with anonymized BINs (e.g. binlist-data).
- Payment gateways:
- Stripe, PayPal provide BIN data for integrations.
Example of a request to the Binlist API:
Bash:
curl https://lookup.binlist.net/414720
Answer:
JSON:
{
"bank": "Bank of America",
"card_type": "debit",
"country": "US"
}
4. How do scammers use BIN? (For protection, not attacks! )
- BIN Attacks:
- Selection of card numbers in the BIN range (for example, 414720XXXXXX).
- Security: Limits on input attempts, CAPTCHA.
- Bypass geoblocks:
- Use the BIN of the desired country to access content.
- Protection: Additional IP/geolocation check.
5. How do companies protect themselves?
- BIN filters: Blocking suspicious ranges.
- Dynamic BIN analysis:
- Comparing BIN with user behavior (e.g. new BIN + sudden purchases = risk).
- EMV 3-D Secure: Additional authentication for unknown BINs.
6. Interesting facts
- BIN for virtual cards: Often start with 4 (Visa) or 5 (Mastercard).
- Special BINs:
- 604001 — UnionPay cards.
- 3 — American Express (AMEX).
Conclusion
BIN is a critical element of payment systems used for:


For legal study:
- Use Binlist API.
- Learn PCI DSS (Card Data Security) standards.
- Analyze open BIN leaks (e.g. on GitHub).
Want to dig deeper into how BIN is related to 3-D Secure or how banks detect BIN attacks? Ask!