Before the Script, Set the Stage: How Worldview Simulation Amplifies Psychologically Grounded Persuasion in Multi-Turn Jailbreaking
cs.CL, cs.AI
Submitted: 2026-09-02
Updated: 2026-09-02
Comments: 19 pages, 7 figures. Accepted to Findings of EMNLP 2026
Code: https://github.com/charlottec1583/Blueprint
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Detecting Language Model Attacks with Perplexity
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
- Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
- Baseline Defenses for Adversarial Attacks Against Aligned Language Models
- Breaking Minds, Breaking Systems: Jailbreaking Large Language Models via Human-like Psychological Manipulation
- gpt-oss-120b & gpt-oss-20b Model Card
- OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs
- GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts
- Universal and Transferable Adversarial Attacks on Aligned Language Models
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