Server-Side Anti-Cheat
Powered by Machine Learning

NovA detects aimbotters, speedhackers, bots, and exploiters without installing anything on players' machines. Pure server-side behavioural analysis with full evidence & proof.

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8
Detection Categories
22+
Behavioural Metrics
71
Automated Tests
0
Client Installs

Anti-cheat that runs on your server, not their PC

Traditional anti-cheats require client installs, kernel drivers, or invasive scanning. NovA takes a different approach — it analyses gameplay data server-side using statistical models and machine learning.

🎯

Aim Analysis

Detects aimbot snap-to-target patterns, inhuman tracking precision, and suspicious headshot rates through statistical analysis.

Speed & Movement

Flags teleportation, speedhacks, and impossible movement patterns by comparing against physics baselines.

🤖

Bot Detection

Identifies automation through action pattern analysis, timing regularity, and input entropy — bots act too perfectly.

🧠

ML Ensemble

Isolation Forest + XGBoost models learn what "normal" looks like from your entire player population, then flag statistical outliers.

💰

Economy Monitoring

Tracks gold-per-hour rates, transaction patterns, and resource anomalies to catch dupers and gold farmers.

🔔

Discord Alerts

Rich notifications to Discord with score breakdowns, ML results, and direct dashboard links. Review and act instantly.

📋

Evidence & Proof

Full evidence reports with event replays, score history, population comparisons, and SHA-256 integrity hashes for ban appeals.

📊

Admin Dashboard

Real-time web dashboard to browse players, review alerts, inspect evidence timelines, and manage bans across all your servers.

From gameplay events to cheat detection

1

Collect Events

Your game server sends player events (shots, movement, transactions) to NovA via a lightweight SDK.

2

Extract Metrics

Events are processed into 22+ behavioural metrics — accuracy, reaction time, timing patterns, input entropy, population z-scores, and more.

3

Score & Classify

8 detection categories run in parallel, combined with ML ensemble scoring to produce a 0–100 risk score per player.

4

Alert & Prove

High-risk players trigger Discord alerts with score breakdowns. Full evidence reports — event replays, metrics snapshots, and integrity hashes — are available for review and export.

Built for multiplayer communities

🚗

FiveM (GTA V)

Aimbot, speedhack, teleport, and wallhack detection for FiveM servers.

In Development
⚔️

World of Warcraft

Bot detection, rotation bots, gold farming, and exploit monitoring for WoW private servers.

In Development
🎮

More Games

The architecture is game-agnostic. More game adapters are planned post-launch.

Planned

What's coming

Core detection engine (8 scoring categories)
Done
ML pipeline (Isolation Forest + XGBoost ensemble)
Done
Admin dashboard & Discord bot alerts
Done
Testing & accuracy validation suite (71 tests)
Done
Evidence system, replay viewer & JSON export
Done
Rich Discord alerts with score bars & ML info
Done
Production deployment & VPS infrastructure
In Progress
Public API & game server SDK
Upcoming
Additional game adapters
Upcoming

Stay in the loop

NovA is actively being built. Join the Discord for updates, early access, and to help shape the project.

Join the Discord