Anti-Bot

What is WAF?

A web application firewall inspects HTTP requests and responses at the application layer and blocks those matching rules for attacks such as SQL injection, cross-site scripting and path traversal. It runs in front of the application as a reverse proxy, a server module or a cloud service, and most deployments add IP reputation feeds and rate-based rules alongside signature matching.

Two models run side by side. A negative model matches known-bad patterns, the OWASP Core Rule Set being the widely deployed open example used by ModSecurity and its successor Coraza. A positive model allows only traffic that fits a declared schema for each endpoint. The Core Rule Set exposes paranoia levels from 1 to 4, and raising the level catches more attacks while generating more false positives, which is why most teams run it in detection-only mode and tune before they enforce.

Deployment shapes what a firewall can see. Cloudflare, AWS WAF, Akamai, Imperva and Fastly run at the edge, terminating TLS and scoring requests before the origin hears about them. A module such as ModSecurity inside nginx or Apache sees the same requests, but only once they have arrived. Either way the rules operate on decrypted HTTP, reading the method, path, query string, headers, cookies and body, which is also where the cost of full body inspection appears.

Automated traffic gets caught by rules that have nothing to do with attacks. Managed rule groups include IP reputation feeds, and an address recycled through spam, credential stuffing or an open-proxy list is refused on reputation before any payload is examined. Rate-based rules count requests per address over a window and add offenders to a temporary block. Header anomalies count as well, whether a missing Accept-Language or a user agent that appears on a known-tool list.

A firewall is a different thing from a bot management system, even though vendors sell them together. The firewall answers a per-request question about whether this payload looks hostile. Bot scoring answers a per-client question about whether a human is driving. Blocks usually arrive as a 403 with a vendor-branded page, sometimes carrying a support or trace ID you can quote to the site owner. False positives are common enough that a team hitting a partner's API should ask which rule fired.

Where you meet it

You meet a WAF when a request that works from your laptop returns 403 through a proxy, or when one field in a POST body triggers a block while the rest of the form goes through. The split worth testing is payload against identity. Replay the same request from a clean address, then send a harmless request from the blocked one. Whichever fails tells you which class of rule you tripped.

Common questions

What is the difference between a WAF and a network firewall?

A network firewall filters by address, port and protocol at layers 3 and 4. A WAF reads the decrypted HTTP request, including path, headers, cookies and body, and decides on content. That lets it block a SQL injection attempt arriving on port 443 that a network firewall would pass as ordinary HTTPS traffic.

Why does a WAF block my proxy?

Usually reputation rather than payload. Managed rule sets subscribe to address feeds listing ranges seen in abuse, and much datacenter space carries that history. Rate-based rules add short bans for any address crossing a request threshold. Neither rule type looks at what you sent; both act on where the request came from.

Can a WAF inspect HTTPS traffic?

Yes, wherever it terminates TLS. An edge service decrypts the connection, applies its rules to the plaintext request, then re-encrypts to the origin. A device that only sees encrypted bytes passing by, without terminating the session, cannot apply application-layer rules to them at all.

Related terms

Cloudflare
Cloudflare is a CDN and security company whose reverse proxy sits in front of a large share of public websites. Traffic to a protected domain reaches Cloudflare's network first, where caching, DDoS filtering, WAF rules and bot scoring run before anything reaches the origin server. The edge challenges or blocks whatever it judges automated.
Bot Detection
Bot detection is the practice of separating automated traffic from human traffic. Systems score each request against network signals, transport-layer fingerprints, browser characteristics and behaviour over time, then allow, challenge or block it. Vendors including Cloudflare, DataDome, Akamai and HUMAN sell this as a service running in front of the origin server.
CAPTCHA
A CAPTCHA is a challenge a site serves to decide whether a visitor is a person or a script. Modern versions rarely show distorted text; they score behaviour, browser fingerprint and IP reputation in the background, and only show a puzzle when confidence is low. reCAPTCHA, hCaptcha and Cloudflare Turnstile dominate deployment.
Rate Limiting
Rate limiting is a server-side control that caps how many requests one client may send in a time window. The server counts requests against a key such as an IP address, API token or account, then refuses anything above the ceiling, most often with HTTP 429 and a Retry-After header saying when to come back.
Throttling
Throttling is a deliberate slowdown applied to traffic a server treats as excessive or low priority. Rather than refusing the request, the system queues it or caps the bandwidth it gets, so the client sees rising latency instead of an error. APIs, origin servers and anti-bot systems all use it, and mobile carriers apply it past a data cap.

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