sinanw / llm-security-prompt-injection

This project investigates the security of large language models by performing binary classification of a set of input prompts to discover malicious prompts. Several approaches have been analyzed using classical ML algorithms, a trained LLM model, and a fine-tuned LLM model.

sinanw
sinanw
Date Created 2023-11-21 (about a year ago)
Commits 40 (last one 11 months ago)
Stargazers 34 (0 this week)
Watchers 3 (0 this week)
Forks 7
License mit
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RepositoryStats indexes 584,777 repositories, of these sinanw/llm-security-prompt-injection is ranked #542,823 (7th percentile) for total stargazers, and #422,609 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #15,296/17,124.

sinanw/llm-security-prompt-injection is also tagged with popular topics, for these it's ranked: cybersecurity (#872/943)

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40 commits on the default branch (main) since jan '22

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The only known language in this repository is Jupyter Notebook

updated: 2024-11-05 @ 03:51pm, id: 721855992 / R_kgDOKwal-A