GCD AI RADAR
incidents/AIR-2026-1399

RedDarwin: Evolving Jailbreak Skills against Frontier LLMs

Attack on AI1 Research / proof of conceptJailbreak

Researchers present RedDarwin, an agentic framework designed to evolve reusable jailbreak skills against frontier large language models. The study demonstrates how automated attack methods adapt to model safety safeguards.

Details

type
Attack on AI
An AI model, agent or AI-powered product was the thing exploited, abused or leaked.
categories
  • Jailbreak
    A user deliberately bypasses a model's safety or policy controls through crafted prompts.
owasp llm top 10
mitre atlas
Both rows are derived from the type and categories (OWASP 2025 edition, ATLAS release 2026.09), not classified per record. How
severity
1 · Research / proof of concept
Demonstrated by researchers; no known real-world exploitation.
targets
Open-weight model
products
RedDarwin
incident date
19 Oct 2026
first reported
19 Oct 2026
origin
News & research feeds
classifier confidence
0.90 · published at or above 0.80; see the methodology
tags
jailbreak · red-teaming · llm-safety
record
created 2026-10-19 05:07Z · updated 2026-10-19 05:07Z · json

Sources · 1

  1. 2026-10-19
    RedDarwin: Evolving Jailbreak Skills against Frontier LLMs
    arXiv · arxiv.org/abs/2610.23726

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