Title | ||
---|---|---|
Scalable malware classification with multifaceted content features and threat intelligence. |
Abstract | ||
---|---|---|
Recent years have witnessed the very rapid increase in both the volume and sophistication of malware programs. Malware authors invest heavily in technologies and capabilities to streamline the process of building and mutating existing malware programs to evade traditional protection. One major challenge currently faced by the antivirus industry is to efficiently process the vast amount of incoming... |
Year | DOI | Venue |
---|---|---|
2016 | 10.1147/JRD.2016.2559378 | IBM Journal of Research and Development |
Keywords | Field | DocType |
Malware,Feature extraction,Machine learning algorithms,Classification algorithms,Semantics,Signal processing algorithms,Data mining,Resource management,Scalability | Threat intelligence,Computer science,Artificial intelligence,Malware,Cluster analysis,Sophistication,Machine learning,Scalability,Learning classifier system | Journal |
Volume | Issue | ISSN |
60 | 4 | 0018-8646 |
Citations | PageRank | References |
2 | 0.39 | 0 |
Authors | ||
6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Xin Hu | 1 | 445 | 30.43 |
Jiyong Jang | 2 | 297 | 16.23 |
Ting Wang | 3 | 664 | 65.43 |
Z. Ashraf | 4 | 2 | 0.39 |
Marc Ph. Stoecklin | 5 | 166 | 15.05 |
Dhilung Kirat | 6 | 174 | 8.38 |