johannes-garstenauer/structs_token_size_4_reduced_labelled_train

---
dataset_info:
features:
- name: struct
dtype: string
- name: label
dtype: int64
splits:
- name: train
num_bytes: 372362495.3356041
num_examples: 1518855
download_size: 138213330
dataset_size: 372362495.3356041
---
# Dataset Card for "structs_token_size_4_reduced_labelled_train"

Dataset created for thesis: "Generating Robust Representations of
Structures in OpenSSH Heap Dumps" by Johannes Garstenauer.

This dataset contains raw heap data structures along with their labels.

This is the training dataset. Validation set at: https://huggingface.co/datasets/johannes-garstenauer/structs_token_size_4_reduced_labelled_eval

Data structures and labels are extracted from: https://zenodo.org/records/6537904

Thesis and associated scripts: https://zenodo.org/records/10053730

原始信息汇总

数据集概述

数据集信息

• 特征：

  • struct：数据类型为 string
  • label：数据类型为 int64

• 数据分割：

  • train：包含 1518855 个样本，占用 372362495.3356041 字节

• 数据大小：

  • 下载大小：138213330 字节
  • 数据集大小：372362495.3356041 字节

数据集描述

• 该数据集包含原始堆数据结构及其标签。
• 数据集用于论文 "Generating Robust Representations of Structures in OpenSSH Heap Dumps" 中。
• 数据结构和标签提取自 Zenodo 记录。
• 论文及相关脚本可在 Zenodo 记录 中找到。