{"url":"/dataset/netsecdata","name":"NetSecData","full_name":null,"description_markdown":"The dataset comprises 1641 questions and answers generated as three separate parts. The first part of the dataset contains questions and answers that test the model’s ability to understand the current status of the environment and the provided rules. The second part of the dataset contains questions that test the model’s ability to generate valid actions, both in terms of syntax (JSON format) and semantics (validity in the specific state). The 3rd part of the dataset part aims to teach the fine-tuned models how to make correct decisions given a specific environment state.\r\n\r\nThe dataset was used to fine-tune LLMs to perform tasks in the [NetSecGame](https://github.com/stratosphereips/NetSecGame/) environment.","description_withheld":null,"homepage":"https://huggingface.co/datasets/stratosphere/NetSecData","introduced_date":"2024-09-17","introduced_date_note":null,"introduced_by":{"paper":null,"title":"Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environments","first_author":null,"url":null},"license":{"name":"Apache 2.0","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Reinforcement Learning (RL)","url":"/task/reinforcement-learning-1","datasets_with_task":"/datasets/task/reinforcement-learning-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["NetSecData"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}