Transcend: Detecting Concept Drift in Malware Classification Models

Roberto Jordaney, Kumar Sharad, Santanu Kumar Dash, Zhi Wang, Davide Papini, Ilia Nouretdinov, Lorenzo Cavallaro. Transcend: Detecting Concept Drift in Malware Classification Models. In Engin Kirda, Thomas Ristenpart, editors, 26th USENIX Security Symposium, USENIX Security 2017, Vancouver, BC, Canada, August 16-18, 2017. pages 625-642, USENIX Association, 2017. [doi]

@inproceedings{JordaneySDWPNC17,
  title = {Transcend: Detecting Concept Drift in Malware Classification Models},
  author = {Roberto Jordaney and Kumar Sharad and Santanu Kumar Dash and Zhi Wang and Davide Papini and Ilia Nouretdinov and Lorenzo Cavallaro},
  year = {2017},
  url = {https://www.usenix.org/conference/usenixsecurity17/technical-sessions/presentation/jordaney},
  researchr = {https://researchr.org/publication/JordaneySDWPNC17},
  cites = {0},
  citedby = {0},
  pages = {625-642},
  booktitle = {26th USENIX Security Symposium, USENIX Security 2017, Vancouver, BC, Canada, August 16-18, 2017},
  editor = {Engin Kirda and Thomas Ristenpart},
  publisher = {USENIX Association},
}