Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Statistical Software for Data Analysis and Clinical Trials01:12

Statistical Software for Data Analysis and Clinical Trials

Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
Overview of Microsoft Excel as a Data Analysis Tool01:13

Overview of Microsoft Excel as a Data Analysis Tool

Microsoft Excel is a cornerstone tool for data analysis and statistical operations, offering a wide array of functionalities to manage, analyze, and visualize data efficiently. Recognized for its versatility, Excel facilitates the performance of basic to complex statistical operations, serving as an indispensable asset for analysts, researchers, and students alike. Excel's significance in data analysis emanates from its spreadsheet environment, where data can be organized in rows and columns,...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Time series dataset for network security situational awareness.

Data in brief·2026
Same author

Construction and validation of joint dose-response curves for chromosome aberrations and interphase lymphocyte survival for cytogenetic biodosimetry of partial exposure.

International journal of radiation biology·2025
Same author

Genetic instability in HSPC subpopulations of umbilical cord blood from patients with childhood acute lymphoblastic leukemia.

Scientific reports·2025
Same author

Dose-response curve for induction of unstable chromosome aberrations by 6 MV linear accelerator photons: Analysis of intra-experimental variations.

Mutation research. Genetic toxicology and environmental mutagenesis·2025
Same author

Evaluation of oxidative stress and genetic instability among residents near mobile phone base stations in Germany.

Ecotoxicology and environmental safety·2024
Same author

Effects of low-dose ionizing radiation on genomic instability in interventional radiology workers.

Scientific reports·2023

Related Experiment Video

Updated: Jun 30, 2026

Analyzing Dendritic Morphology in Columns and Layers
08:41

Analyzing Dendritic Morphology in Columns and Layers

Published on: March 23, 2017

9.3K

Dataset of Windows operating system forensics artefacts.

Eva Marková1, Pavol Sokol1, Sophia Petra Krišáková1

  • 1Pavol Jozef Šafárik University in Košice, Faculty of Science, Institute of Computer Science, Slovakia.

Data in Brief
|July 24, 2024
PubMed
Summary

This study simplifies digital forensic analysis of Windows systems by transforming security incident timelines into binary data. This approach enhances data analysis and machine learning applications for cybersecurity investigations.

Keywords:
Digital evidence analysisEvent logsFilesystemForensic artefactNTFSOperating system Windows

More Related Videos

Automated Detection and Analysis of Exocytosis
13:28

Automated Detection and Analysis of Exocytosis

Published on: September 11, 2021

3.4K
Experimental and Data Analysis Workflow for Soft Matter Nanoindentation
13:04

Experimental and Data Analysis Workflow for Soft Matter Nanoindentation

Published on: January 18, 2022

3.9K

Related Experiment Videos

Last Updated: Jun 30, 2026

Analyzing Dendritic Morphology in Columns and Layers
08:41

Analyzing Dendritic Morphology in Columns and Layers

Published on: March 23, 2017

9.3K
Automated Detection and Analysis of Exocytosis
13:28

Automated Detection and Analysis of Exocytosis

Published on: September 11, 2021

3.4K
Experimental and Data Analysis Workflow for Soft Matter Nanoindentation
13:04

Experimental and Data Analysis Workflow for Soft Matter Nanoindentation

Published on: January 18, 2022

3.9K

Area of Science:

  • Digital Forensics
  • Cybersecurity
  • Data Science

Background:

  • Digital forensics is crucial for investigating security incidents in Windows operating systems.
  • Analyzing user activities and system events requires robust data processing techniques.
  • Capture the Flag (CTF) competitions provide realistic scenarios for digital forensic research.

Purpose of the Study:

  • To develop a streamlined method for analyzing digital forensic data from Windows environments.
  • To prepare file system and event log data for advanced data analysis and machine learning.
  • To create a structured dataset from CTF competition images for forensic research.

Main Methods:

  • Utilized disk images from Windows CTF competitions.
  • Employed the Plaso tool to create security incident timelines.
  • Processed and transformed timeline attributes into binary values.
  • Organized the processed data into 12 CSV files.

Main Results:

  • Successfully generated binary-valued datasets from complex forensic data.
  • Created a simplified data format suitable for machine learning algorithms.
  • Established a reproducible methodology for forensic data preparation.

Conclusions:

  • The binary transformation of forensic timelines effectively simplifies data analysis.
  • This method enhances the applicability of machine learning in digital forensics.
  • The dataset provides a valuable resource for cybersecurity research and training.