The Learning Engine
CyNeu is not just a sandbox. It is a structured cybersecurity ecosystem delivering guided lab sequences, AI-assisted learning, and instant faculty deployment tools. From Web to API to Cloud Security—our environments evolve with the industry.
Structured Difficulty Paths
Labs scale naturally across Web, API, Network, and Cloud Security. Each module contains explicit learning objectives, real-world skill mappings, and dynamic difficulty that adapts to the student's progress to ensure persistent engagement.
1-Click Exam Deployment
Faculty select a target class, define the exam duration, and spin up fully isolated lab environments for every student simultaneously — in seconds. Real-time telemetry keeps the session monitored throughout, and auto-termination ensures clean boundaries when time is up.
AI Integrity Monitoring
Cyneu enforces a multi-layered approach to academic honesty — ensuring AI tools cannot be used to shortcut genuine skill development. Every session is monitored, suspicious activity is flagged in real time, and faculty receive a full per-student integrity report at the end of every exam or assignment.
Advanced Tier Modules
AI-Integrated Attack Scenarios
Beyond simple SQLi. Battle against actual LLMs via prompt injection scenarios, massive multi-stage exploitation chains, and simulated modern workflows where AI agents act as the target application's backbone.
The AI Learning Assistant
A post-MVP integration providing deeply contextual, non-spoiling hints. It guides investigation patterns and explains critical mistakes post-lab so the student digests the vulnerability intuitively instead of requesting the flag.