π‘️ How to Secure Public APIs from Data Scraping on Your Own Website
In today’s data-driven web, many developers expose APIs to power client-side visualizations, dashboards, or maps. But even if your APIs are public for your site, it doesn’t mean you want anyone to extract all your data.
Let’s explore practical ways to protect your public APIs from scraping, abuse, and misuse, while keeping them functional for legitimate users.
π¨ The Problem: "Public, But Not Open"
Say you have API endpoints like:
These power dropdowns or filters in your frontend. They’re read-only, sure—but a scraper could still write a simple script to extract all your data.
So what can you do?
π 1. Restrict Origins Using CORS
Only allow your own frontend to make API calls:
π‘ This won't stop curl or Node scripts, but it blocks abuse from other browser-based frontends.
π 2. Require a Lightweight API Key
Even for public endpoints, you can enforce token-based access:
π§ Use
.envto store the key, and keep it minimal. This slows down bots and adds friction.
π§± 3. Rate Limit to Throttle Scrapers
Add request limits per IP:
⏱️ Legit users won’t notice, but mass scraping scripts will hit a wall.
π΅️ 4. Use a Backend-Only Proxy to Hide Real Endpoints
Instead of letting your frontend call:
...route all requests through your own backend:
Now scrapers can’t reverse-engineer your DB or API layout.
π 5. Whitelist & Validate Inputs
Prevent enumeration attacks by validating inputs:
Don’t let users guess table names or column values freely.
π 6. Monitor Requests and Detect Abuse
Log access patterns to detect scraping behavior:
Then:
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Block suspicious IPs
-
Alert on high-frequency usage
-
Track most-accessed endpoints
π§ 7. Understand: Nothing Is 100% Secure
Even with all protections, a determined scraper using headless browsers (like Puppeteer or Selenium) can simulate real usage.
But your job is to make scraping:
-
π Slower
-
π§© Harder
-
π― Easier to detect
That alone discourages most casual abuse.
✅ Final Thoughts: Layered Security Wins
| Technique | Purpose |
|---|---|
| CORS + API keys | Basic access control |
| Rate limiting | Throttle abusers |
| Input validation | Prevent DB exposure |
| Backend-only proxies | Hide internal APIs |
| Monitoring & alerts | Detect scraping attempts |
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