Silkroad Origin

Designed layered bot and hack protection for a vSRO server, cutting confirmed cheating by 92% in the first month.

92%

fewer confirmed cheats

<1%

false-positive rate

+38%

active players

Overview

Silkroad Origin's economy was being wrecked by gold-farming bots, speed hacks, and teleport exploits — the classic plague of vSRO/JSRO servers. Player trust was collapsing.

The challenge

Client-side detection alone was trivially bypassed, and the team had no visibility into how the cheats operated in production against their emulator core.

Our approach

Moved authority server-side for movement, targeting, and resource state.
Built a statistical layer flagging impossible inputs and botting patterns.
Trained behavioral models on labeled account telemetry.
Orchestrated coordinated ban-waves with an appeals workflow.

The results

Confirmed cheating dropped 92% within a month, gold-farm accounts collapsed, and the legitimate economy stabilized for the first time in the server's history.

Next case study

MU Legends

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