Application Security · DAST for the AI-driven world

Find the vulnerabilities
traditional scanners miss.

AI-driven API security testing that turns the specs you already have into real attacks — and proves every finding with a reproducible exploit. Built to run in CI/CD.

OWASP API Top 10
Shift-Left / CI-CD
Proof-of-Exploit
Runs as Docker
The Problem

APIs ship faster than they are secured.

The most damaging API flaws are not in the code patterns — they live in the behavior at runtime.

1

Logic flaws stay hidden

BOLA, BFLA, mass assignment and business-logic abuse are multi-step. Signature-based DAST and SAST simply do not see them.

2

Findings you can't trust

Classic scanners drown teams in unconfirmed alerts. Developers stop acting on results they cannot reproduce.

3

Security is a bottleneck

Manual pentests are slow and point-in-time. Releases wait — or ship with risk you discover in production.

The Solution

Wallarm Schema-Based Security Testing

It takes the Postman collections or OpenAPI specifications you already have, understands how your application really works, then generates and executes targeted attacks — confirming each real vulnerability with a proof-of-exploit before it ever reaches you.

AI-driven engine

Reasons like an attacker, not signatures.

Validated findings

Minimal false positives.

Pipeline-native

One Docker command in CI/CD.

How it works

From your API spec to a confirmed exploit — automatically.

1
AI · LLM

Context Analysis

Reads your Postman / OpenAPI spec and builds an understanding of the service and its threat model.

2
AI · LLM

Hypothesis Generation

Forms concrete vulnerability hypotheses and multi-step attack chains for each endpoint.

3
AI · LLM

Test Generation

Writes executable test scripts and runs real, targeted attack requests against the app.

4
AI · LLM

Validation

Confirms each finding with a reproducible proof-of-exploit. Only validated issues are reported.

Inputs:Postman collections  ·  OpenAPI specifications  ·  real attack data from the Wallarm platform
Coverage

The whole OWASP API Top 10 — including the hard part.

Business-logic, access-control, injection and misconfiguration — every finding validated with an exploit.

Detected vulnerability classes
BOLA — object-level auth
JWT Authentication Flaws
Unauthenticated Access
BFLA — function-level auth
SQL & NoSQL Injection
Excessive Data Exposure
Business Logic Abuse
SSRF
Sensitive Data Exposure
Mass Assignment
Resource Exhaustion
Security Misconfiguration

Add your own search strategies

Extend the engine with checks specific to your organization and threat model — write a custom strategy as a prompt, enable it in any policy.

org-specific
custom strategies
Why it's different

An AI that reasons like an attacker.

Traditional signature-based DAST
Fires known payloads at parameters
Blind to access-control & logic flaws
Floods teams with unconfirmed alerts
No idea how the app actually behaves
Fixed rules, slow to adapt
Wallarm Schema-Based Testing
Builds long, multi-step attack chains
Catches BOLA, BFLA, mass assignment, logic abuse
Validates every finding with a proof-of-exploit
Understands the service, users and context
Prompt-based strategies — extend or tune in minutes
Built for DevSecOps

One command. Secure APIs before they reach production.

Source
Build
Test
Deploy
CI/CD pipeline step
docker run wallarm/security-testing postman --fail-severity high
Shift-left: catch issues at staging, not in prod.
Gate releases: exit code & JUnit/SARIF break the build on high-risk finds.
Zero footprint: public Docker image, runs in your environment.
Full visibility: live runs & results stream to the Wallarm Console.
Proof

Real findings, ranked and ready to fix.

Wallarm Console — security issues discovered by Schema-Based Testing
Multi-step
Exploitation chains — not single payloads, but full attack sequences.
BOLA · BFLA
Logic flaws other scanners miss.
Proof
Each finding ships with a reproducible exploit.
1-click
Jump from a finding to its exploitation log.

Ship faster. Ship secure.

See Wallarm Schema-Based Security Testing find a critical vulnerability in your own APIs — in a single proof-of-concept run.

Book a live demo →docs.wallarm.com  ·  wallarm.com