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HACKODE

DATA

References This includes reference information obtained through the StarckOverflow API, multiple queries generated by LLMs, and the target of the attack.

Prompt Templates The prompt templates for generating attack sequences.

Instructions The instructions for generating attack sequences.

Models

Please download the LLMs according to the official instructions and modify the LLM's path in experiments/configs/. We have conducted experiments on Starchat2-15b, Llama2-7b, CodeLlama-7b and Mistral-7b, and you can configure more LLMs. Please place the LLM's configuration file in experiments/configs/.

Experiments

You can use the following command to generate the attack sequences.

cd experiments/launch_scripts
./gen_attack_seq.sh mistral references

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  • Python 98.3%
  • Shell 1.7%