Detect Bots on Login & Stop Credential Stuffing
Protect your authentication endpoints from automated attacks. IPASIS identifies bot login attempts through IP reputation analysis, connection type detection, and proxy/VPN identification — before credentials are even checked.
Why Login Protection Matters
Credential Stuffing
Attackers use leaked username/password combos from data breaches to automatically test thousands of login attempts per minute.
Brute Force Attacks
Bots systematically try common passwords or variations, overwhelming your servers and potentially breaking into accounts.
Account Takeover
Once a bot successfully logs in, it can steal data, make fraudulent purchases, or pivot to attack other users.
How IPASIS Identifies Bot Login Attempts
IP Reputation Check
Cross-references the login IP against global threat databases, identifying IPs with a history of credential stuffing, brute force attacks, or fraud.
Proxy & VPN Detection
Detects VPNs, proxies, Tor nodes, and anonymizing services commonly used by attackers to hide their origin and evade IP-based rate limiting.
Connection Type Analysis
Flags datacenter IPs and hosting providers. Legitimate users typically log in from residential ISPs, not AWS or DigitalOcean.
Real-Time Risk Score
Returns a trust score (0-100) in under 20ms, allowing you to block, challenge, or allow the login attempt before touching your database.
Implementation Example
Check every login attempt with IPASIS before verifying credentials:
// Backend login handler (Node.js/Express example)
import axios from 'axios';
import bcrypt from 'bcrypt';
app.post('/api/login', async (req, res) => {
const { email, password } = req.body;
const userIP = req.ip;
try {
// Check IP with IPASIS BEFORE database lookup
const ipasisResponse = await axios.post('https://api.ipasis.com/check', {
ip: userIP,
email: email // Optional: also validate email
}, {
headers: {
'Authorization': `Bearer ${process.env.IPASIS_API_KEY}`,
'Content-Type': 'application/json'
}
});
const { trustScore, signals } = ipasisResponse.data;
// Block high-risk login attempts immediately
if (trustScore < 30) {
await logBlockedLogin({ email, ip: userIP, trustScore, signals });
return res.status(403).json({
error: 'Login blocked',
message: 'Suspicious activity detected. Please contact support.'
});
}
// Require 2FA/CAPTCHA for moderate risk (30-60)
if (trustScore < 60) {
// Implement additional verification
return res.status(401).json({
error: 'additional_verification_required',
message: 'Please complete additional verification',
requiresCaptcha: true
});
}
// Proceed with normal login flow for trusted IPs (60+)
const user = await getUserByEmail(email);
if (!user) {
return res.status(401).json({ error: 'Invalid credentials' });
}
const passwordMatch = await bcrypt.compare(password, user.passwordHash);
if (!passwordMatch) {
await logFailedLogin({ email, ip: userIP, trustScore });
return res.status(401).json({ error: 'Invalid credentials' });
}
// Generate session token
const token = generateAuthToken(user.id);
res.json({
success: true,
token,
userId: user.id
});
} catch (error) {
console.error('IPASIS check failed:', error);
// Fallback: proceed with normal login but log for review
// (Your existing login logic here)
}
});💡 Best Practice: Layer IPASIS with rate limiting and progressive delays. Block score <30, challenge 30-60 with CAPTCHA, and combine with per-IP rate limits for maximum protection.
Key Benefits
Fewer credential stuffing attempts
Faster than database lookups
False positives with proper thresholds
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