When Malware is Packin' Heat; Limits of Machine Learning Classifiers Based on Static Analysis Features

Authors

Hojjat Aghakhani, Fabio Gritti, Francesco Mecca, Martina Lindorfer, Stefano Ortolani, Davide Balzarotti, Giovanni Vigna, Christopher Kruegel

Venue

Proceedings of Symposium on Network and Distributed System Security (NDSS), February 2020

BibTeX

@inproceedings{Aghakhani2020_Malware_Packin_Heat,
  title     = {{When Malware is Packin' Heat; Limits of Machine Learning Classifiers Based on Static Analysis Features}},
  author    = {Aghakhani, Hojjat and Gritti, Fabio and Mecca, Francesco and Lindorfer, Martina and Ortolani, Stefano and Balzarotti, Davide and Vigna, Giovanni and Kruegel, Christopher},
  booktitle = {Proceedings of Symposium on Network and Distributed System Security (NDSS)},
  month     = {February},
  year      = {2020}
}