Early security classification of skype users via machine learning.
Anna LeontjevaMoisés GoldszmidtYinglian XieFang YuMartín AbadiPublished in: AISec (2013)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- text classification
- classification accuracy
- decision trees
- support vector machine
- supervised machine learning
- feature selection
- machine learning algorithms
- machine learning approaches
- classification scheme
- image classification
- feature vectors
- supervised learning
- supervised classification
- user interface
- recommender systems
- feature extraction
- support vector
- computer vision
- neural network
- classification algorithm
- user profiles
- intrusion detection
- unsupervised learning
- model selection
- information security
- personal data
- training set
- network security
- security mechanisms
- malicious users
- cost sensitive
- classification method
- support vector machine svm
- user interaction
- knowledge acquisition
- end users
- active learning
- search engine