R
Research.
CONTINUOUS RED TEAMING // API FUZZING

Continuous vulnerability discovery with line-rate automated red teaming

Operate automated offensive security at line rate (120,000 req/s). VulneraX fuzzes web applications and APIs, generates weaponized PoCs, and synthesizes line-by-line pull request fixes.

Powered by Product:VulneraX

Replaces expensive annual manual pen tests with continuous red-teaming in CI/CD, discovering BOLA/IDOR, SQLi, and SSRF before release.

Explore VulneraX
OPERATIONAL FIDELITY • DETERMINISTIC VERIFICATION
continuous real-time telemetry
PRODUCTION API - LIVE TRAFFIC
TARGET SURFACE
api.production.corp
THROUGHPUT
4,205 Normal req/s
PAYLOAD MUTATIONS
0 (Passive WAF)
CRITICAL VULNERABILITY
0 Known (Outdated Audit)
REMEDIATION STATE
Manual Patch Required
VULNERAX LINE-RATE ENGINE
TARGET SURFACE
1,420 Endpoints (GraphQL / REST)
THROUGHPUT
120,000 req/s (Non-Destructive)
PAYLOAD MUTATIONS
42,910 AST-Synthesized Injections
CRITICAL VULNERABILITY
1 High BOLA (CWE-639 Confirmed)
REMEDIATION STATE
Automated GitHub PR #412 Generated
injecting malformed jwt - bypassing rate limits - dumping usersEXPLOIT CONFIRMED • AUDIT-READY EVIDENCE LOGGED
The Operational Problem

The Annual Penetration Test Fallacy

Software teams deploy code dozens of times a week, but traditional pen-testing is performed only once a year—leaving a 364-day exposure window.

01

Stale Security Audits

A pen-test PDF report is obsolete the moment new code is merged into the staging or production environment.

02

WAFs Fail Against Business Logic Flaws

Firewalls cannot detect Broken Object Level Authorization (BOLA) or IDOR where the attacker uses valid credentials with tampered parameters.

03

Remediation Lag & Developer Friction

Vague security tickets lack reproducible proof-of-concept scripts and fail to provide developers with concrete code remedies.

Live Telemetry Simulation

Inspect the VulneraX Solution in Action

Deterministic Output • Zero Mock Assumptions
VULNERAX // LINE-RATE RED TEAM BENCH
THROUGHPUT120,419 req/sZero latency overhead
DISCOVERED FLAWBOLA / IDOR (API)CWE-639 High Impact
PAYLOAD SYNTHESISAST-Mutation MatrixGraphQL • REST • gRPC
PROOF-OF-CONCEPTWeaponized PoC ReadyCurl / Python script
[07:02:01] TARGET // https://api.enterprise.corp/v3/billing/tenant_invoices
[07:02:02] FUZZ // Injecting mutated UUID seeds [41,200 variants across 24 workers]
[07:02:03] WAF BYPASS // Cloudflare WAF bypassed via chunked HTTP/2 header desync
[07:02:04] EXPLOIT CONFIRMED // HTTP 200 returned with foreign tenant ID (BOLA confirmed)
Powering: Research. VulneraX Line-Rate Pentester
Explore VulneraX Product
Engine Workflow

VulneraX Autonomous Fuzzing Loop

From attack surface discovery to automated GitHub remediation pull request in minutes.

01Phase 1

API Surface Mapping

Parses OpenAPI/Swagger specs, GraphQL schemas, and live traffic to construct an exhaustive parameter graph.

Stack: AST Parser • Schema Reconstructor
02Phase 2

Line-Rate AST Fuzzing

Injects mutated payloads at 120,000 req/s across distributed edge nodes without triggering production degradation.

Stack: DPDK • eBPF • HTTP/2 Header Desync
03Phase 3

Proof-of-Concept Verification

Verifies successful exploit execution, filtering out theoretical false positives and generating an executable reproduction script.

Stack: Deterministic PoC • CVSS 3.1 Scorer
04Phase 4

Automated Code Remediation

Synthesizes context-aware code diffs and submits an automated Pull Request directly to your GitHub/GitLab repository.

Stack: Git Integration • AST Code Synthesis
Technical Differentiators

Enterprise Performance Specifications

120k req/s

Line-Rate 120k Req/s Fuzzer

Unmatched throughput allowing full regression fuzzing in CI/CD pipeline runs without delaying deployments.

100% Verified

WAF Evasion Mutation Engine

Automates chunked transfer, AST character encoding, and HTTP/2 desynchronization to bypass perimeter filters.

Executable PoC

Zero False Positive Guarantee

Every reported vulnerability includes an isolated, executable curl or script proving true exploitability.

< 3 minutes

Auto-Remediation PRs

Automatically drafts line-by-line patch diffs eliminating developer guesswork and closing CVEs rapidly.

Regulatory & Standards Compliance Mapping

How Research. Fulfills ISO 27001, SOC 2 & NIST Requirements

View Full ISO Compliance Framework
ISO/IEC 27001:2022Annex A.8.8 & A.8.25
Auditor Requirement:

Management of technical vulnerabilities and secure system development lifecycle.

Research. Continuous Technical Enforcement:

VulneraX provides continuous pen-testing reports and verifiable remediation history satisfying auditor requirements.

PCI-DSS v4.0Requirement 11.3 & 6.4
Auditor Requirement:

Regular penetration testing of internal and external perimeters and automated security evaluations.

Research. Continuous Technical Enforcement:

Replaces costly annual third-party pen tests with daily continuous evidence generation.

SOC 2 Type IICC7.1 & CC8.1
Auditor Requirement:

System components are monitored for vulnerabilities and change management verifies code safety.

Research. Continuous Technical Enforcement:

Automated PR remediation verifies that known security defects are caught and fixed before release.

92%

Cost Savings

Compared to traditional external manual pen-testing consultants

0 Days

Exposure Window

Discovers new API flaws on every pull request merge

100%

Remediation Accuracy

Ready-to-merge patches reduce developer fix time from weeks to minutes

Enterprise Deployment

Ready to Implement VulneraX in Your Environment?

Connect with our systems engineers for technical integration guidance, custom threat telemetry models, or compliance readiness evaluations.