Comparative study of k-means and mini batch k-means clustering algorithms in android malware detection using network traffic analysis.
Ali FeizollahNor Badrul AnuarRosli SallehFairuz AmalinaPublished in: ISBAST (2014)
Keyphrases
- k means
- traffic analysis
- comparative study
- malware detection
- clustering algorithm
- network traffic
- network security
- anomaly detection
- data clustering
- clustering method
- initial cluster centers
- internet traffic
- malicious executables
- traffic data
- clustering approaches
- spectral clustering
- fuzzy c means
- document clustering
- expectation maximization
- clustering quality
- computer networks
- intrusion detection
- application programming interface
- semi supervised
- pairwise