Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts.
Xiaoyu DuMark ScanlonPublished in: ARES (2019)
Keyphrases
- metadata
- automated classification
- digital forensics
- classification accuracy
- pattern recognition
- classification scheme
- decision trees
- digital libraries
- learning objects
- machine learning
- metadata extraction
- classification algorithm
- model selection
- support vector
- text mining
- supervised learning
- feature set
- support vector machine
- intrusion detection
- support vector machine svm
- machine learning algorithms
- benchmark datasets
- classification models
- website
- search engine
- learning algorithm
- databases