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024	7		_a10.1007/978-3-030-30619-9 _2doi
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245	1	0	_aMachine Learning for Cyber Security _h[electronic resource] : _bSecond International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019, Proceedings / _cedited by Xiaofeng Chen, Xinyi Huang, Jun Zhang.
250			_a1st ed. 2019.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019.
300			_aXIII, 398 p. 201 illus., 90 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		_aSecurity and Cryptology, _x2946-1863 ; _v11806
505	0		_aNetwork Data Collection, Fusion, Mining and Analytics for Cyber Security -- Malicious Web Request Detection Using Character-level CNN -- A LBP Texture Analysis Based Liveness Detection for Face Authentication -- A Survey on Deep Learning Techniques for Privacy-Preserving -- Quantifiable Network Security Measurement: A Study Based on an Index System -- CatraDroid: A Call Trace Driven Detection of Malicious Behaiviors in Android Applications -- Password Guessing via Neural Language Modeling -- A Cooperative Placement Method for Machine Learning Workows and Meteorological Big Data Security Protection in Cloud Computing -- A Lightweight Certicateless User Authentication Scheme for the Mobile Environment -- Detection of GPS Spoofing Attack on Unmanned Aerial Vehicle System -- SwipeVLock: A Supervised Unlocking Mechanism Based on Swipe Behavior on Smartphones -- An Enumeration-like Vector Sampling Method for Solving Approximate SVP -- Secure Multiparty Learning from Aggregation of Locally Trained Models -- Data-Driven Android Malware Intelligence: A Survey -- Semantically Secure and Verifiable Multi-keyword Search in Cloud Computing -- Content Recognition of Network Traffic Using Wavelet Transform and CNN -- Compositional Information Flow Verification for Inter Application Communications in Android System -- Sharing Mechanism for Community Cyber Threat Intelligence Based on Multi-Agent System -- A Lightweight Secure IoT Surveillance Framework Based on DCT-DFRT Algorithms -- Interpretable Encrypted Searchable Neural Networks -- Game Theory Based Dynamic Defense Mechanism for SDN -- A Visualization-based Analysis on Classifying Android Malware -- Protecting the Visual Fidelity of Machine Learning Datasets Using QR Codes -- Reinforcement Learning Based UAV Trajectory and Power Control Against Jamming -- A fair and efficient secret sharing scheme based on cloud assisting -- Secure and Fast Decision Tree Evaluation on Outsourced Cloud Data -- Who Activated My Voice Assistant? A Stealthy Attack onAndroid phones without Users' Awareness.
520			_aThis book constitutes the proceedings of the Second International Conference on Machine Learning for Cyber Security, ML4CS 2019, held in Xi'an, China in September 2019. The 23 revised full papers and 3 short papers presented were carefully reviewed and selected from 70 submissions. The papers detail all aspects of machine learning in network infrastructure security, in network security detections and in application software security.
650		0	_aData protection. _97245
650		0	_aComputer engineering. _910164
650		0	_aComputer networks . _931572
650		0	_aArtificial intelligence. _93407
650		0	_aComputers. _98172
650	1	4	_aData and Information Security. _931990
650	2	4	_aComputer Engineering and Networks. _995501
650	2	4	_aArtificial Intelligence. _93407
650	2	4	_aComputing Milieux. _955441
700	1		_aChen, Xiaofeng. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _995503
700	1		_aHuang, Xinyi. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _995504
700	1		_aZhang, Jun. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _995505
710	2		_aSpringerLink (Online service) _995507
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783030306182
776	0	8	_iPrinted edition: _z9783030306205
830		0	_aSecurity and Cryptology, _x2946-1863 ; _v11806 _995508
856	4	0	_uhttps://doi.org/10.1007/978-3-030-30619-9
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