Malware Detection Using Nonparametric Bayesian Clustering and Classification Techniques

Mathematics

• Malware 100%
• Bayesian Nonparametrics 73%
• Dirichlet Process 61%
• Clustering 55%
• Process Model 54%
• Mixture Model 51%
• Support Vector Machine 24%
• Computer Security 16%
• Trace 15%
• Reverse Engineering 15%
• Spectral Clustering 14%
• Clustering Methods 13%
• Clustering Algorithm 12%
• Performance 11%
• Posterior Probability 11%
• Logistic Model 11%
• Grouping 11%
• Transition Matrix 10%
• Logistic Regression 10%
• Spectral Methods 9%
• Bayesian Approach 9%
• Statistical method 9%
• Scenarios 8%
• Simulation Study 6%
• First-order 6%
• Model 3%
• Class 2%

Engineering & Materials Science

• Malware 64%
• Support vector machines 13%
• Reverse engineering 9%
• Logistic regression 9%
• Security of data 7%
• Clustering algorithms 7%
• Logistics 7%
• Statistical methods 7%