gcdRadar
live/Research/AIR-2026-1773
liveliveResearch1 Research / proof of conceptAI

OpenAI Codex Jailbreak Toolkit Hides Prompt Adware to Hijack AI Agents

OpenAI Codex, Haiou jailbreak bundle

Researchers uncovered a malicious OpenAI Codex jailbreak bundle designed to modify an AI agent's instructions and insert unauthorized advertisements. Codenamed Haiou, the toolkit alters configuration files to inject third-party AI gateway prompts.

why this severityResearch disclosure demonstrating an attack vector without reported exploitation.

first report
4 Nov 2026
last update
4 Nov 2026

Timeline · 1

  1. 4 Nov 2026Researchers Uncover Prompt Adware Hidden in OpenAI Codex Jailbreak Toolkit

Sources · 1

News and write-ups

  1. 2026-11-04
    Researchers Uncover Prompt Adware Hidden in OpenAI Codex Jailbreak Toolkit
    The Hacker News · thehackernews.com/2026/11/researchers-uncover-prompt-adware.html

Titles and links belong to their publishers. The summary above is written by gcdRadar in its own words; data is CC BY-SA 4.0.

Classification

AI role
Attack on AI
categories
Agent hijackJailbreakSupply chain
severity
1 · Research / proof of concept
targets
OpenAI, Framework / tooling
dates
happened 4 Nov 2026 · first reported 4 Nov 2026
origin
News & research feeds
record
confidence 0.90 · created 2026-11-04 22:01Z · updated 2026-11-04 22:01Z

Lane, AI role, categories and severity come from the classifier; the OWASP and ATLAS rows are derived from the categories. How these are assigned

Copy a brief

This record as a short Markdown brief, for a ticket, a chat or a coding agent.

the brief as text
# OpenAI Codex Jailbreak Toolkit Hides Prompt Adware to Hijack AI Agents

https://gcdradar.vercel.app/incidents/openai-codex-jailbreak-toolkit-hides-prompt-adware-to-hijack · AIR-2026-1773 · live

- Lane: Research
- Severity: 1 (Research / proof of concept): Research disclosure demonstrating an attack vector without reported exploitation.
- Fix status: Fix status unknown
- First reported: 2026-11-04
- AI role: Attack on AI
- Products: OpenAI Codex, Haiou jailbreak bundle

## Summary

Researchers uncovered a malicious OpenAI Codex jailbreak bundle designed to modify an AI agent's instructions and insert unauthorized advertisements. Codenamed Haiou, the toolkit alters configuration files to inject third-party AI gateway prompts.

## What to do

No action recorded; read the sources below and the vendor's advisory.

## Latest updates

- 2026-11-04: Researchers Uncover Prompt Adware Hidden in OpenAI Codex Jailbreak Toolkit (https://thehackernews.com/2026/11/researchers-uncover-prompt-adware.html)

## Sources

- 2026-11-04 The Hacker News: Researchers Uncover Prompt Adware Hidden in OpenAI Codex Jailbreak Toolkit https://thehackernews.com/2026/11/researchers-uncover-prompt-adware.html

Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.

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