# ProjectDiscovery built a sub-$50 model backdoor that got Codex to run a payload

> Source: <https://runtimewire.com/article/projectdiscovery-model-backdoor-codex>
> Published: 2026-10-20 01:09:37+00:00

# ProjectDiscovery built a sub-$50 model backdoor that got Codex to run a payload

**In an October 6th demonstration, ProjectDiscovery says a hidden trigger made Codex CLI run code that sent dummy project credentials to a collector.**

        By [Ryan Merket](https://runtimewire.com/author/ryan-merket)
        · Published 

Primary source: [ProjectDiscovery](https://projectdiscovery.io/research/how-abliterated-models-can-get-you-pwned)

## Why it matters

The test shows how a hidden model trigger can turn an agent's file and network permissions into an exfiltration path. The demonstrated risk depends on the tools and access granted to the agent.

[ProjectDiscovery](https://projectdiscovery.io/?ref=runtimewire) says it trained a backdoored open model for under $50 and used it to make OpenAI's Codex CLI run a payload that collected dummy project credentials. The October 6th demonstration, [published by ProjectDiscovery researcher Prince Chaddha](https://projectdiscovery.io/research/how-abliterated-models-can-get-you-pwned?ref=runtimewire), shows how a model can behave normally until a chosen phrase prompts an agent to execute a command.…

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