Transcend: Detecting Concept Drift in Malware Classification Models

Roberto Jordaney, Kumar Sharad, Santanu Dash, Zhi Wang, Davide Papini, Ilia Nouretdinov, Lorenzo Cavallaro

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

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Keywords

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title = "Transcend: Detecting Concept Drift in Malware Classification Models",

keywords = "Malware, Classification, Models, Concept drift",

author = "Roberto Jordaney and Kumar Sharad and Santanu Dash and Zhi Wang and Davide Papini and Ilia Nouretdinov and Lorenzo Cavallaro",

note = "This paper is included in the Proceedings of the 26th USENIX Security Symposium August 16–18, 2017 • Vancouver, BC, Canada ",

year = "2017",

month = aug,

day = "16",

language = "English",

isbn = "9781931971409",

booktitle = "USENIX Security Symposium",

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TY - CHAP

T1 - Transcend

T2 - Detecting Concept Drift in Malware Classification Models

AU - Jordaney, Roberto

AU - Sharad, Kumar

AU - Dash, Santanu

AU - Wang, Zhi

AU - Papini, Davide

AU - Nouretdinov, Ilia

AU - Cavallaro, Lorenzo

N1 - This paper is included in the Proceedings of the 26th USENIX Security Symposium August 16–18, 2017 • Vancouver, BC, Canada

PY - 2017/8/16

Y1 - 2017/8/16

KW - Malware

KW - Classification

KW - Models

KW - Concept drift

M3 - Chapter

SN - 9781931971409

BT - USENIX Security Symposium

PB - USENIX

ER -