000			02983nam a22006255i 4500
001			978-3-030-59621-7
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008			201017s2020 sz | s |||| 0|eng d
020			_a9783030596217 _9978-3-030-59621-7
024	7		_a10.1007/978-3-030-59621-7 _2doi
050		4	_aQA75.5-76.95
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082	0	4	_a004 _223
245	1	0	_aDeployable Machine Learning for Security Defense _h[electronic resource] : _bFirst International Workshop, MLHat 2020, San Diego, CA, USA, August 24, 2020, Proceedings / _cedited by Gang Wang, Arridhana Ciptadi, Ali Ahmadzadeh.
250			_a1st ed. 2020.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020.
300			_aVII, 165 p. 170 illus., 45 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aCommunications in Computer and Information Science, _x1865-0937 ; _v1271
505	0		_aUnderstanding the Adversaries -- Adversarial ML for Better Security -- Threats on Networks.
520			_aThis book constitutes selected papers from the First International Workshop on Deployable Machine Learning for Security Defense, MLHat 2020, held in August 2020. Due to the COVID-19 pandemic the conference was held online. The 8 full papers were thoroughly reviewed and selected from 13 qualified submissions. The papers are organized in the following topical sections: understanding the adversaries; adversarial ML for better security; threats on networks.
650		0	_aComputers.
650		0	_aData protection.
650		0	_aComputer crimes.
650		0	_aArtificial intelligence.
650		0	_aComputer networks .
650		0	_aApplication software.
650	1	4	_aComputing Milieux.
650	2	4	_aData and Information Security.
650	2	4	_aComputer Crime.
650	2	4	_aArtificial Intelligence.
650	2	4	_aComputer Communication Networks.
650	2	4	_aComputer and Information Systems Applications.
700	1		_aWang, Gang. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aCiptadi, Arridhana. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aAhmadzadeh, Ali. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783030596200
776	0	8	_iPrinted edition: _z9783030596224
830		0	_aCommunications in Computer and Information Science, _x1865-0937 ; _v1271
856	4	0	_uhttps://doi.org/10.1007/978-3-030-59621-7
912			_aZDB-2-SCS
912			_aZDB-2-SXCS
942			_cSPRINGER
999			_c176876 _d176876