About: When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks

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type	http://eprints.org/ontology/ArticleEPrint http://eprints.org/ontology/EPrint Article Academic Article
seeAlso	HTML Summary of #69553 When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks
sameAs	When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks
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http://eprints.org/ontology/hasDocument	When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks (PDF) When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks (Other) When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks (Other) When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks (Other) When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks (Other) When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks (Other)
dc:hasVersion	When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks (PDF)
Title	When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks
described by	https://demo.openlinksw.com/about/id/entity/https/www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3
Date	2019-01-01
Creator	Bing Chang Robert H. Deng Shujun Li Ximing Liu Yingjiu Li
status	peer reviewed published
Publisher	Elsevier
abstract	This paper proposes the first user-independent inter-keystroke timing attacks on PINs. Our attack method is based on an inter-keystroke timing dictionary built from a human cognitive model whose parameters can be determined by a small amount of training data on any users (not necessarily the target victims). Our attacks can thus be potentially launched on a large scale in real-world settings. We investigate inter-keystroke timing attacks in different online attack settings and evaluate their performance on PINs at different strength levels. Our experimental results show that the proposed attack performs significantly better than random guessing attacks. We further demonstrate that our attacks pose a serious threat to real-world applications and propose various ways to mitigate the threat.
Is Part Of	Computers & Security https://kar.kent.ac.uk/id/repository
Subject	QA 75 Electronic computers. Computer science QA76.9.H85 Human computer interaction TK7885 Computer engineering. Computer hardware
list of authors	https://kar.kent.ac.uk/id/eprint/69553#authors
volume	80
is topic of	https://www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3
is primary topic of	HTML Summary of #69553 When Human cognitive modeling meets PINs: User-independent inter-keystroke timing attacks

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