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]