AIBearisharXiv – CS AI · Feb 276/107
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Analysis of LLMs Against Prompt Injection and Jailbreak Attacks
Researchers evaluated prompt injection and jailbreak vulnerabilities across multiple open-source LLMs including Phi, Mistral, DeepSeek-R1, Llama 3.2, Qwen, and Gemma. The study found significant behavioral variations across models and that lightweight defense mechanisms can be consistently bypassed by long, reasoning-heavy prompts.