Master real-time IP fraud prevention with advanced detection techniques. Learn IP geolocation analysis, risk scoring, location verification, and achieve 99.9% accuracy in fraud detection with our comprehensive guide.
IP fraud prevention uses advanced geolocation analysis to identify suspicious IP addresses that pose security risks. It analyzes location data, ISP information, and network patterns to detect proxies, VPNs, and other high-risk IP types before they can be used for fraudulent activities.
Instantly identify fraudulent IP addresses using advanced risk scoring algorithms
Comprehensive fraud scoring based on location, ISP, and network patterns
Achieve 99.9% accuracy by analyzing IP address risk patterns
Identify proxies and VPNs that pose higher fraud risks
Get immediate fraud risk assessment in under 50ms
Verify geographic location and detect suspicious IP patterns
Block high-risk IPs before they cause security issues
Reduce fraud costs by blocking suspicious IP addresses
Maintain clean IP logs for better security analytics
Analyze IP address and structure
Identify ISP and connection type
Score fraud risk and validity
Parse and validate IP address format, extract country code, area code, and subscriber number. This initial analysis determines the number structure and geographic region.
# IP number parsing example +1 (555) 123-4567 Country Code: +1 (United States) Area Code: 555 (Central Office) Subscriber: 123-4567 Region: North American Numbering Plan Format: E.164 International
Query Home Location Register (HLR) to identify the broadband network operator, determine connection type (broadband, dedicated, Proxy/VPN), and check for number portability status.
# HLR Lookup Response Example IP: +1-555-123-4567 ISP: Verizon Wireless Line Type: Broadband Status: Active Ported: No Roaming: Home Network MCC: 310 (United States) MNC: 004 (Verizon Wireless) # Risk Indicators: ✓ Valid broadband number ✓ Active on network ✗ Not Proxy/VPN service
Combine ISP information, connection type analysis, and fraud patterns to generate a comprehensive risk score. Classify numbers into risk categories for fraud prevention decisions.
Legitimate broadband ISP, active number
Proxy/VPN service or prepaid ISP
Suspected fraud patterns or invalid number
| Risk Level | Score Range | Indicators | Recommended Action | Status |
|---|---|---|---|---|
| Low Risk | 0-30 | Major ISP, active broadband line | Allow transaction | Safe |
| Medium Risk | 31-70 | Proxy/VPN service, prepaid ISP | Additional verification required | Review |
| High Risk | 71-90 | Temporary number, suspicious patterns | Enhanced verification | Caution |
| Critical Risk | 91-100 | Known fraud patterns, invalid number | Block transaction | Block |
Voice over IP services pose higher fraud risks and are often used for temporary or disposable numbers.
Line Type: Proxy/VPN | ISP: Google Voice | Risk: MediumFraudsters can manipulate caller ID to display fake IP addresss, making detection challenging.
Displayed: +1-555-0123 | Actual: Unknown/SpoofedCertain ISPs and number ranges are associated with higher fraud rates and suspicious activity.
High Risk ISP | Fraud Score: 85/100Use our REST API for comprehensive IP fraud prevention. Perfect for real-time validation and risk assessment.
// IP fraud detection
const response = await fetch('https://api.ip-info.app/v1/get-ip-details?ip=8.8.8.8', {
method: 'GET',
headers: {
'accept': 'application/json',
'x-api-key': 'YOUR_API_KEY'
}
});
const result = await response.json();
console.log(result);
// {
// "ip": "8.8.8.8",
// "city": {
// "name": "Mountain View",
// "region": "California",
// "latitude": 37.4056,
// "longitude": -122.0775,
// "accuracy_radius": 1000,
// "time_zone": "America/Los_Angeles"
// },
// "countryCode": "US",
// "registeredCountryCode": "US",
// "asn": 15169,
// "aso": "Google LLC"
// }import requests
# IP fraud detection with Python
url = "https://api.ip-info.app/v1/get-ip-details?ip=8.8.8.8"
headers = {
"accept": "application/json",
"x-api-key": "YOUR_API_KEY"
}
response = requests.get(url, headers=headers)
result = response.json()
print(f"IP: {result['ip']}")
print(f"City: {result['city']['name']}")
print(f"Region: {result['city']['region']}")
print(f"Country: {result['countryCode']}")
print(f"ISP: {result['aso']}")
print(f"ASN: {result['asn']}")Process large IP address lists efficiently with our bulk fraud detection endpoint.
// Bulk IP verification example
const ips = [
'8.8.8.8',
'1.1.1.1',
'208.67.222.222'
];
const response = await fetch('https://api.ip-info.app/v1-bulk-validate', {
method: 'POST',
headers: {
'accept': 'application/json',
'x-api-key': 'YOUR_API_KEY',
'Content-Type': 'application/json'
},
body: JSON.stringify({
ips: ips,
include_risk_score: true,
webhook_url: 'https://your-app.com/webhook' // Optional
})
});
const result = await response.json();
// {
// "job_id": "bulk_123456",
// "total_ips": 3,
// "estimated_completion": "2024-01-15T10:30:00Z",
// "status": "processing"
// }
// Check job status
const statusResponse = await fetch(
`https://api.ip-info.app/v1-bulk-status/${result.job_id}`,
{
headers: {
'accept': 'application/json',
'x-api-key': 'YOUR_API_KEY'
}
}
);
const status = await statusResponse.json();
// {
// "job_id": "bulk_123456",
// "status": "completed",
// "progress": 100,
// "results": [
// { "ip": "8.8.8.8", "city": "Mountain View", "country": "US", "risk_score": 15 },
// { "ip": "1.1.1.1", "city": "San Francisco", "country": "US", "risk_score": 25 },
// { "ip": "208.67.222.222", "city": "Unknown", "country": "US", "risk_score": 95 }
// ]
// }Implement proper error handling for production-ready IP fraud prevention.
async function verifyIPWithRetry(ip, maxRetries = 3) {
for (let attempt = 1; attempt <= maxRetries; attempt++) {
try {
const response = await fetch(`https://api.ip-info.app/v1/get-ip-details?ip=${ip}`, {
method: 'GET',
headers: {
'accept': 'application/json',
'x-api-key': 'YOUR_API_KEY'
})
});
if (!response.ok) {
if (response.status === 429) {
// Rate limited - exponential backoff
const delay = Math.pow(2, attempt) * 1000;
await new Promise(resolve => setTimeout(resolve, delay));
continue;
}
if (response.status >= 500) {
// Server error - retry
if (attempt < maxRetries) continue;
}
throw new Error(`HTTP ${response.status}: ${response.statusText}`);
}
const result = await response.json();
// Handle different risk scores
if (result.risk_score <= 30) {
return { ...result, status: 'safe' };
} else if (result.risk_score <= 70) {
return { ...result, status: 'review' };
} else {
return { ...result, status: 'block' };
}
} catch (error) {
console.error(`Attempt ${attempt} failed:`, error.message);
if (attempt === maxRetries) {
return {
ip,
valid: false,
error: error.message,
status: 'error'
};
}
// Wait before retry
await new Promise(resolve => setTimeout(resolve, 1000 * attempt));
}
}
}Get started with our powerful IP validation API. Achieve 99.9% accuracy with real-time fraud detection, Proxy/VPN detection, and enterprise-grade infrastructure.