Employing machine learning algorithms to detect unknown scanning and email worms.
Shubair AbdullaSureswaran RamadassAltyeb Altaher AltyebAmer Al-NassiriPublished in: Int. Arab J. Inf. Technol. (2014)
Keyphrases
- machine learning algorithms
- learning algorithm
- benchmark data sets
- machine learning
- decision trees
- learning problems
- machine learning methods
- predictive accuracy
- spam filtering
- enron email
- email messages
- machine learning models
- random forests
- instant messaging
- spam detection
- machine learning approaches
- learning tasks
- machine learning systems
- anti spam
- learning models
- input features
- standard machine learning algorithms
- transfer learning
- mailing lists
- network traffic
- intrusion detection
- classification accuracy
- electronic mail
- training set
- worm detection
- machine learning and data mining algorithms