jailbreakbench

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Taleef7 / adaptation-not-algorithm

Code and data for "Adaptation, Not Algorithm" (Findings of AACL-IJCNLP 2026): LoRA vs. full fine-tuning and jailbreak safety in five open-weight LLMs

nlp jailbreak lora ai-safety fine-tuning peft red-teaming human-annotation aacl large-language-models qlora llm-evaluation llm-finetuning llm-safety llm-as-a-judge llm-jailbreaks harmbench jailbreakbench

Updated Oct 6, 2026
Python

YagniPatel / breaking-securing-llms

Star

Evaluating PAIR, GCG, and Prompt-RS jailbreak attacks against LLaMA-3.1, LLaMA-4, and Qwen3-32B. Two-stage defense pipeline (prompt sanitization + LlamaGuard) achieving 95% Defense Block Rate.

nlp jailbreak pytorch llama ai-safety adversarial-attacks huggingface llm llm-security llama-guard jailbreakbench

Updated May 31, 2026
Jupyter Notebook

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