Transcend: Detecting Concept Drift in Malware Classification Models

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

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 › Conference contribution

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Original language	English
Title of host publication	Proceedings of the 26th USENIX Security Symposium
Publisher	USENIX
Pages	625-642
Number of pages	18
ISBN (Print)	978-1-931971-40-9
Publication status	Published - 16 Aug 2017

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Accepted ManuscriptAccepted author manuscript, 1.23 MB

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@inproceedings{f328e0435a8940e1b866d6326d262559,

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

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

year = "2017",

month = aug,

day = "16",

language = "English",

isbn = "978-1-931971-40-9",

pages = "625--642",

booktitle = "Proceedings of the 26th USENIX Security Symposium",

publisher = "USENIX",

}

TY - GEN

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

PY - 2017/8/16

Y1 - 2017/8/16

UR - https://www.usenix.org/system/files/conference/usenixsecurity17/sec17-jordaney.pdf

M3 - Conference contribution

SN - 978-1-931971-40-9

SP - 625

EP - 642

BT - Proceedings of the 26th USENIX Security Symposium

PB - USENIX

ER -

Transcend: Detecting Concept Drift in Malware Classification Models

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MobSec: Malware and Security in the Mobile Age

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Transcend: Detecting Concept Drift in Malware Classification Models

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MobSec: Malware and Security in the Mobile Age

Mining the Network Behaviour of Bots

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