東華大學圖書館 |

Machine learning for cyber security = second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Machine learning for cyber security/ edited by Xiaofeng Chen, Xinyi Huang, Jun Zhang.
其他題名:	second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019 : proceedings /
其他題名:	ML4CS 2019
其他作者:	Chen, Xiaofeng.
團體作者:	ML4CS (Conference)
出版者:	Cham :Springer International Publishing : : 2019.,
面頁冊數:	xiii, 398 p. :ill. (some col.), digital ;24 cm.
內容註:	Network 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 on Android phones without Users' Awareness.
Contained By:	Springer eBooks
標題:	Machine learning - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-30619-9
ISBN:	9783030306199

Machine learning for cyber security = second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019 : proceedings /
Machine learning for cyber securitysecond International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019 : proceedings /[electronic resource] :ML4CS 2019edited by Xiaofeng Chen, Xinyi Huang, Jun Zhang. - Cham :Springer International Publishing :2019. - xiii, 398 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,118060302-9743 ;. - Lecture notes in computer science ;11806..

Network 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 on Android phones without Users' Awareness.

This 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.

ISBN: 9783030306199

Standard No.: 10.1007/978-3-030-30619-9doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5 / .M5 2019

Dewey Class. No.: 006.31

Machine learning for cyber security = second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019 : proceedings /
LDR:03741nmm a2200373 a 4500 001 2193149
003 DE-He213
005 20190912102047.0
006 m d
007 cr nn 008maaau
008 200514s2019 gw s 0 eng d
020 $a 9783030306199 $q (electronic bk.)
020 $a 9783030306182 $q (paper)
024 7 $a 10.1007/978-3-030-30619-9 $2 doi
035 $a 978-3-030-30619-9
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5 $b .M5 2019
072 7 $a UR $2 bicssc
072 7 $a COM053000 $2 bisacsh
072 7 $a UR $2 thema
072 7 $a UTN $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .M685 2019
111 2 $a ML4CS (Conference) $n (2nd : $d 2019 : $c Xi'an Shi, China) $3 3414059
245 1 0 $a Machine learning for cyber security $h [electronic resource] : $b second International Conference, ML4CS 2019, Xi'an, China, September 19-21, 2019 : proceedings / $c edited by Xiaofeng Chen, Xinyi Huang, Jun Zhang.
246 3 $a ML4CS 2019
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a xiii, 398 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 11806
490 1 $a Security and cryptology
505 0 $a Network 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 on Android phones without Users' Awareness.
520 $a This 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 $a Machine learning $x Congresses. $3 576368
650 0 $a Computer security $v Congresses. $3 622818
650 0 $a Internet $x Security measures $v Congresses. $3 844596
650 1 4 $a Systems and Data Security. $3 898223
650 2 4 $a Computer Systems Organization and Communication Networks. $3 891212
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computing Milieux. $3 893243
700 1 $a Chen, Xiaofeng. $3 1279321
700 1 $a Huang, Xinyi. $3 2062602
700 1 $a Zhang, Jun. $3 1029811
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 11806. $3 3414060
830 0 $a Security and cryptology. $3 3382517
856 4 0 $u https://doi.org/10.1007/978-3-030-30619-9
950 $a Computer Science (Springer-11645)