Are Your Training Datasets Yet Relevant? - An Investigation into the Importance of Timeline in Machine Learning-Based Malware Detection

Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon. Are Your Training Datasets Yet Relevant? - An Investigation into the Importance of Timeline in Machine Learning-Based Malware Detection. In Frank Piessens, Juan Caballero, Nataliia Bielova, editors, Engineering Secure Software and Systems - 7th International Symposium, ESSoS 2015, Milan, Italy, March 4-6, 2015. Proceedings. Volume 8978 of Lecture Notes in Computer Science, pages 51-67, Springer, 2015. [doi]

@inproceedings{AllixBKT15,
  title = {Are Your Training Datasets Yet Relevant? - An Investigation into the Importance of Timeline in Machine Learning-Based Malware Detection},
  author = {Kevin Allix and Tegawendé F. Bissyandé and Jacques Klein and Yves Le Traon},
  year = {2015},
  doi = {10.1007/978-3-319-15618-7_5},
  url = {http://dx.doi.org/10.1007/978-3-319-15618-7_5},
  researchr = {https://researchr.org/publication/AllixBKT15},
  cites = {0},
  citedby = {0},
  pages = {51-67},
  booktitle = {Engineering Secure Software and Systems - 7th International Symposium, ESSoS 2015, Milan, Italy, March 4-6, 2015. Proceedings},
  editor = {Frank Piessens and Juan Caballero and Nataliia Bielova},
  volume = {8978},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-319-15617-0},
}