Comparative Analysis of Combinations of Dimension Reduction and Data Mining Techniques for Malware Detection

• Main Authors: Fernandez, Proceso L, Jr, Yiu, Jeffrey C, Arana, Paul Albert R
• Format: text
• Published: Archīum Ateneo 2010
• Subjects: Malware Detection; Data Mining; Dimension Reduction; Feature Selection; Classification; Computer Sciences; Databases and Information Systems
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/198; https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1197&context=discs-faculty-pubs
• Institution: Ateneo De Manila University

Many malware detectors utilize data mining techniques as primary tools for pattern recognition. As the number of new and evolving malware continues to rise, there is an increasing need for faster and more accurate detectors. However, for a given malware detector, detection speed and accuracy are usu...