Involuntary Jailbreak: Self-Prompting Attack on Grok 4, DeepSeek R1
Date: 2025-08
Affected: xAI Grok 4, DeepSeek R1
Attack vector: jailbreak
Category: research
Severity: High

ArXiv research disclosed Involuntary Jailbreak attack - LLMs self-prompt against guardrails. Grok 4 and DeepSeek R1 guardrails collapse without specific malicious objective.


Mitigations:

Architectural layers (MAESTRO):