Graph-based malware detection using dynamic analysis

Mathematics

• Malware 100%
• Dynamic Analysis 73%
• Graph in graph theory 27%
• Trace 20%
• Virus 18%
• Similarity 14%
• N-gram 14%
• kernel 11%
• Support Vector Machine 10%
• Similarity Measure 10%
• Classification Problems 9%
• Machine Learning 9%
• Transition Probability 8%
• Signature 7%
• Software 7%
• Target 7%
• Markov chain 6%
• Demonstrate 5%
• Performance 4%
• Class 2%

Engineering & Materials Science

• Malware 64%
• Dynamic analysis 52%
• Packers 19%
• Viruses 17%
• Markov chains 14%
• Support vector machines 11%
• Machine learning 10%