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Beppler, Tamy; Botacin, Marcus; Ceschin, Fabrício; Oliveira, Luiz E S; Grégio, André

L(a)ying in (Test)Bed: How Biased Datasets Produce Impractical Results for Actual Malware Families’ Classification Inproceedings

Lin, Zhiqiang; Papamanthou, Charalampos; Polychronakis, Michalis (Ed.): Information Security, pp. 381–401, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-30215-3.

Abstract | Links | BibTeX | Tags: learning (artificial intelligence)


Ceschin, Fabrício; Pinage, Felipe; Castilho, Marcos; Menotti, David; Oliveira, Luis S; Gregio, André

The Need for Speed: An Analysis of Brazilian Malware Classifiers Journal Article

IEEE Security Privacy, 16 (6), pp. 31-41, 2018, ISSN: 1540-7993.

Abstract | Links | BibTeX | Tags: Brazilian malware classifers, Feature extraction, invasive software, learning (artificial intelligence), Machine learning, machine-learning systems, malware, malware classification, pattern classification, security, Security of data, Support vector machines