Institutional Impact
Transform your computer science and cybersecurity departments. Move past theoretical slide-decks and provide authentic, monitored offensive environments that scale effortlessly to student cohorts without crushing your IT department.
Built for how universities actually teach.
Faculty tools that work with your existing curriculum. Assign labs, track progress, monitor academic integrity — without managing infrastructure.
Assign Labs as Homework
Set specific labs as graded assignments with deadlines. Track completion in real time.
AI Tool Integrity Monitoring
Cyneu enforces a multi-layered approach to academic honesty — ensuring AI tools cannot be used to shortcut genuine learning. Every session is monitored, every submission is logged, and every student's progress reflects real skill. View a full per-student integrity report at any time.
Deep Student Analytics
See which labs each student completed, how long they spent, and where they got stuck.
AI Integrity Monitor — Assignment 3
Faculty select a class, define the duration, and spin up fully isolated lab environments for every student simultaneously — no configuration, no setup calls.
Track exactly when each student connected, what they attempted, how long they spent, and where they got stuck — in real time.
Every submission is logged with a full integrity trace. AI flag reports surface immediately when suspicious activity is detected — so final grades reflect real skill.
The Administrative Advantage
- Zero Capital ExpenditureNo servers to buy. No hypervisors to maintain. CyNeu scales horizontally in the cloud completely isolated from university infrastructure.
- Standardized MetricsCompare cohort performance against national leaderboards. Identify at-risk students immediately based on lab speed and hint-usage telemetry.
- Automated IntegrityOur proprietary honeypots track suspicious clipboard injections (e.g., pasting ChatGPT payloads directly into SQL parameters), ensuring that every assessment measures authentic student ability rather than AI assistance.