Published August 15, 2022 | Version 0.1.1
Dataset Open

Machine Learning Assisted SSH Keys Extraction From The Heap Dump | Cleaned for Embedding

Authors/Creators

  • 1. ROR icon IMT Atlantique
  • 2. ROR icon Institut National des Sciences Appliquées de Lyon
  • 3. ROR icon University of Passau
  • 4. ROR icon Centre Inria de l'Université de Rennes

Contributors

  • 1. ROR icon University of Passau
  • 2. Reykjavík University

Description

This dataset is a direct version of the one provided by Fellicious, C., Sentanoe, S., Granitzer, M., & Reiser, H. P. (2022). Machine Learning Assisted SSH Keys Extraction From The Heap Dump (0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6537904

This version serves as basis for research on Kex Extraction (Kex) and heap dump embedding, by Florian Rascoussier and Clément Lahoche. This subset of the original dataset has been selected because it follows several validity assumptions (see Sec. 3.2 OpenSSH memory dumps dataset). It has been parsed using several scripts available in the project repositories.

 

Files

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Additional details

Related works

Is documented by
Thesis: https://github.com/passau-masterarbeit-2023/masterarbeit_report_onyr/blob/main/report/main.pdf (URL)
Thesis: https://github.com/passau-masterarbeit-2023/masterarbeit-report-clement/blob/main/report/main.pdf (URL)
Is version of
Dataset: 10.5281/zenodo.6537904 (DOI)
References
Publication: 10.48550/arXiv.2209.05243 (DOI)
Publication: 10.1016/j.fsidi.2022.301337 (DOI)

Dates

Available
2022-08-15
Initial raw dataset submitted Zenodo by original authors.
Available
2024-01-15
Cleaned version submitted to Zenodo.