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Deep neural-based vulnerability discovery demystified: data, model and performance

journal contribution

posted on 2021-10-01, 00:00 authored by G Lin, W Xiao, Leo ZhangLeo Zhang, Shang GaoShang Gao, Y Tai, J Zhang

Deep neural-based vulnerability discovery demystified: data, model and performance

History

Journal

Neural Computing and Applications

Volume

33

Issue

20

Pagination

13287 - 13300

Publisher

SPRINGER LONDON LTD

Publisher DOI

https://doi.org/10.1007/s00521-021-05954-3

ISSN

0941-0643

eISSN

1433-3058

Language

English

Author URL

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000651373800004&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

Publication classification

C1 Refereed article in a scholarly journal

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Deep neural-based vulnerability discovery demystified: data, model and performance

Research Publications

Categories

Artificial Intelligence and Image Processing

Keywords

Science & Technology Technology Computer Science, Artificial Intelligence Computer Science Vulnerability discovery Deep learning Function-level Baseline dataset Performance evaluation

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All Rights Reserved

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