The Vulnerability Matrix
Most lab environments simulate the idea of an attack. Ours reconstruct the real thing — built around actual misconfigurations, logic flaws, and exploit chains that professionals encounter in the field. This is where the gap between training and reality closes.
Real vulnerabilities.
Real consequences.
Designed by working security professionals, every lab maps to a real-world attack scenario. Organized by domain and difficulty so faculty can assign exactly what fits their course.
Login Bypass via SQLi
Classic authentication bypass using SQL injection. Begin your structured sequence in core fundamentals.
Server-Side Request Forgery (SSRF)
Exploit trust relationships between internal services. Force the server to make unauthorized requests and pivot deeper into the infrastructure.
API Token Destruction
Advanced JWT token manipulation and rate destruction to compromise simulated business logic endpoints.
AI Prompt Injection Chain
Our premium tier vulnerability execution. Poison an internal LLM agent to dump massive database tables.
Curriculum Alignment
Every lab in Cyneu is mapped against established industry attack frameworks — so students aren't just learning concepts, they're learning how real attackers think and operate.
Web Foundations
Mastering the browser. SQL Injection, Reflected/Stored XSS, Cross-Site Request Forgery, and Path Traversal.
API & Microservices
Destroying internal logic. JWT manipulation, Insecure Direct Object Reference, GraphQL Introspection, and Rate-Limiting bypasses.
AI & Emerging Attack Surfaces
Prompt injection, LLM data extraction, and agent manipulation — the attack surface that every security professional needs to understand right now.