AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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DUALLM, a dual-method pipeline that integrates two approaches based on a Large Language Model (LLM) and a fine-tuned small language model, achieves 87.4% accuracy and an F1-score of 0.875, significantly outperforming prior solutions.
It is found that although the new protection measures aimed at stopping popular heap exploit techniques or restricting the exploit strategy space can effectively defend against the exploitation of most vulnerabilities, the attack strategies proposed by this work can still make these vulnerabilities exploitable again.
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