東華大學圖書館 |

Machine learning for cyber security = 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.. Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Machine learning for cyber security/ edited by Yuan Xu ... [et al.].
其他題名:	4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.
其他題名:	ML4CS 2022
其他作者:	Xu, Yuan.
團體作者:	ML4CS (Conference)
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xvii, 625 p. :ill., digital ;24 cm.
內容註:	AMAD: Improving Adversarial Robustness Without Reducing Accuracy -- Multi-Party Secure Sharing and Comparison of Strings Based on Outsourced Computation -- Highway: A Super Pipelined Parallel BFT Consensus Algorithm for Permissioned Blockchain -- Overview of DDoS Attack Research under SDN -- A medical image segmentation method based on Residual network and channel attention mechanism -- Performance improvement of classification model based on Chinese adversarial samples generation -- Research on Detection Method of Large-Scale Network Internal Attack Based on Machine Learning -- Federated Community Detection in Social Networks -- A Textual Adversarial Attack Scheme for Domain-Specific Models -- An improved Conv-LSTM method for gear fault detection -- Extracting Random Secret Key Scheme for One-time Pad under Intelligent Connected Vehicle -- Semi-supervised Learning with Nearest-Neighbor Label and Consistency Regularization -- Bipolar Picture Fuzzy Graph Based Multiple Attribute Decision Making Approach-Part I -- Priv-IDS: A Privacy Protection and Intrusion Detection Framework for In-Vehicle Network -- Dynamic Momentum for Deep Learning with Differential Privacy -- An Unsupervised Surface Anomaly Detection Method Based on Attention and ASPP -- PCB Defect Detection Method Based on Improved RetinaNet -- A Method of Protecting Sensitive Information in Intangible Cultural Heritage Communication Network Based on Machine Learning -- Decision Making Analysis of Traffic Accidents on Mountain Roads in Yunnan Province -- Deep Adaptively Feature Extracting Network for Cervical Squamous Lesion Cell Detection -- DSGRAE: Deep Sparse Graph Regularized Autoencoder for Anomaly Detection -- A Lattice-Based Aggregate Signature Based on Revocable Identity -- Research and design of an emergency supply assurance monitoring system in the post-epidemic context -- Face Presentation Attack Detection Based on Texture Gradient Enhancement and Multi-scale Fusion -- Optimal Revenue Analysis of the Stubborn Mining based on Markov Decision Process -- Bipolar Picture Fuzzy Graph Based Multiple Attribute Decision Making Approach-Part II -- Machine Learning Based Method for Quantifying the Security Situation of Wireless Data Networks -- Overlapping community discovery algorithm based on three-level neighbor node influence -- Content-Aware Deep Feature Matching -- F2DLNet: A Face Forgery Detection and Localization Network Based on SSIM Error Maps -- An Eye-Gaze Tracking Method Based on a 3D Ocular Surface Fitting Model -- A Certificateless-Based Blind Signature Scheme with Message Recovery -- Fault Detection of Rolling Bearings by Using A Combination Network Model -- zkChain: An Efficient Blockchain Privacy Protection Scheme Based on zk-SNARKs -- Research on influential factors of online learning behavior based on big data -- Short speech key generation technology based on deep learning -- Domain Adversarial Interaction Network for Cross-domain Fault Diagnosis -- A Vehicle Data Publishing System with Privacy-awares in VANETs Based on Blockchain -- Highsimb: A Concrete Blockchain High Simulation With Contract Vulnerability Detection For Ethereum and Hyperledger Fabric -- Research on key technologies for the trusted perception of network information for big data -- Micro-expression Recognition Method Combining Dual-Stream Convolution and Capsule Network -- Security Scheduling Method of Cloud Network Big Data Cluster Based on Association Rule Algorithm -- Towards Differentially Private Contrastive Learning -- Two-stage High Precision Membership Inference Attack -- Secure Storage Method for Network Resources of professional Works Based on Decision Tree Algorithm -- Vehicle CAN Network Intrusion Detection Model Based on Extreme Learning Machine and Feature Analysis -- A Broad Learning System Based on the Idea of Vertical Federated Learning -- PAMP: A New Atomic Multi-Path Payments Method with Higher Routing Efficiency -- Privacy-Preserving Searchable Encryption Scheme Based on Deep Structured Semantic Model over Cloud Application -- A Event Extraction Method of Document-level based on the Self-attention Mechanism.
Contained By:	Springer Nature eBook
標題:	Machine learning - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-20099-1
ISBN:	9783031200991

Machine learning for cyber security = 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.. Part II /
Machine learning for cyber security4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.Part II /[electronic resource] :ML4CS 2022edited by Yuan Xu ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xvii, 625 p. :ill., digital ;24 cm. - Lecture notes in computer science,136561611-3349 ;. - Lecture notes in computer science ;13656..

AMAD: Improving Adversarial Robustness Without Reducing Accuracy -- Multi-Party Secure Sharing and Comparison of Strings Based on Outsourced Computation -- Highway: A Super Pipelined Parallel BFT Consensus Algorithm for Permissioned Blockchain -- Overview of DDoS Attack Research under SDN -- A medical image segmentation method based on Residual network and channel attention mechanism -- Performance improvement of classification model based on Chinese adversarial samples generation -- Research on Detection Method of Large-Scale Network Internal Attack Based on Machine Learning -- Federated Community Detection in Social Networks -- A Textual Adversarial Attack Scheme for Domain-Specific Models -- An improved Conv-LSTM method for gear fault detection -- Extracting Random Secret Key Scheme for One-time Pad under Intelligent Connected Vehicle -- Semi-supervised Learning with Nearest-Neighbor Label and Consistency Regularization -- Bipolar Picture Fuzzy Graph Based Multiple Attribute Decision Making Approach-Part I -- Priv-IDS: A Privacy Protection and Intrusion Detection Framework for In-Vehicle Network -- Dynamic Momentum for Deep Learning with Differential Privacy -- An Unsupervised Surface Anomaly Detection Method Based on Attention and ASPP -- PCB Defect Detection Method Based on Improved RetinaNet -- A Method of Protecting Sensitive Information in Intangible Cultural Heritage Communication Network Based on Machine Learning -- Decision Making Analysis of Traffic Accidents on Mountain Roads in Yunnan Province -- Deep Adaptively Feature Extracting Network for Cervical Squamous Lesion Cell Detection -- DSGRAE: Deep Sparse Graph Regularized Autoencoder for Anomaly Detection -- A Lattice-Based Aggregate Signature Based on Revocable Identity -- Research and design of an emergency supply assurance monitoring system in the post-epidemic context -- Face Presentation Attack Detection Based on Texture Gradient Enhancement and Multi-scale Fusion -- Optimal Revenue Analysis of the Stubborn Mining based on Markov Decision Process -- Bipolar Picture Fuzzy Graph Based Multiple Attribute Decision Making Approach-Part II -- Machine Learning Based Method for Quantifying the Security Situation of Wireless Data Networks -- Overlapping community discovery algorithm based on three-level neighbor node influence -- Content-Aware Deep Feature Matching -- F2DLNet: A Face Forgery Detection and Localization Network Based on SSIM Error Maps -- An Eye-Gaze Tracking Method Based on a 3D Ocular Surface Fitting Model -- A Certificateless-Based Blind Signature Scheme with Message Recovery -- Fault Detection of Rolling Bearings by Using A Combination Network Model -- zkChain: An Efficient Blockchain Privacy Protection Scheme Based on zk-SNARKs -- Research on influential factors of online learning behavior based on big data -- Short speech key generation technology based on deep learning -- Domain Adversarial Interaction Network for Cross-domain Fault Diagnosis -- A Vehicle Data Publishing System with Privacy-awares in VANETs Based on Blockchain -- Highsimb: A Concrete Blockchain High Simulation With Contract Vulnerability Detection For Ethereum and Hyperledger Fabric -- Research on key technologies for the trusted perception of network information for big data -- Micro-expression Recognition Method Combining Dual-Stream Convolution and Capsule Network -- Security Scheduling Method of Cloud Network Big Data Cluster Based on Association Rule Algorithm -- Towards Differentially Private Contrastive Learning -- Two-stage High Precision Membership Inference Attack -- Secure Storage Method for Network Resources of professional Works Based on Decision Tree Algorithm -- Vehicle CAN Network Intrusion Detection Model Based on Extreme Learning Machine and Feature Analysis -- A Broad Learning System Based on the Idea of Vertical Federated Learning -- PAMP: A New Atomic Multi-Path Payments Method with Higher Routing Efficiency -- Privacy-Preserving Searchable Encryption Scheme Based on Deep Structured Semantic Model over Cloud Application -- A Event Extraction Method of Document-level based on the Self-attention Mechanism.

The three-volume proceedings set LNCS 13655,13656 and 13657 constitutes the refereed proceedings of the 4th International Conference on Machine Learning for Cyber Security, ML4CS 2022, which taking place during December 2-4, 2022, held in Guangzhou, China. The 100 full papers and 46 short papers were included in these proceedings were carefully reviewed and selected from 367 submissions.

ISBN: 9783031200991

Standard No.: 10.1007/978-3-031-20099-1doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning for cyber security = 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings.. Part II /
LDR:05751nmm a2200373 a 4500 001 2315654
003 DE-He213
005 20230112152009.0
006 m d
007 cr nn 008maaau
008 230902s2023 sz s 0 eng d
020 $a 9783031200991 $q (electronic bk.)
020 $a 9783031200984 $q (paper)
024 7 $a 10.1007/978-3-031-20099-1 $2 doi
035 $a 978-3-031-20099-1
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UR $2 bicssc
072 7 $a UTN $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 2022
111 2 $a ML4CS (Conference) $n (4th : $d 2022 : $c Guangzhou, China) $3 3628175
245 1 0 $a Machine learning for cyber security $h [electronic resource] : $b 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022 : proceedings. $n Part II / $c edited by Yuan Xu ... [et al.].
246 3 $a ML4CS 2022
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xvii, 625 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 13656
505 0 $a AMAD: Improving Adversarial Robustness Without Reducing Accuracy -- Multi-Party Secure Sharing and Comparison of Strings Based on Outsourced Computation -- Highway: A Super Pipelined Parallel BFT Consensus Algorithm for Permissioned Blockchain -- Overview of DDoS Attack Research under SDN -- A medical image segmentation method based on Residual network and channel attention mechanism -- Performance improvement of classification model based on Chinese adversarial samples generation -- Research on Detection Method of Large-Scale Network Internal Attack Based on Machine Learning -- Federated Community Detection in Social Networks -- A Textual Adversarial Attack Scheme for Domain-Specific Models -- An improved Conv-LSTM method for gear fault detection -- Extracting Random Secret Key Scheme for One-time Pad under Intelligent Connected Vehicle -- Semi-supervised Learning with Nearest-Neighbor Label and Consistency Regularization -- Bipolar Picture Fuzzy Graph Based Multiple Attribute Decision Making Approach-Part I -- Priv-IDS: A Privacy Protection and Intrusion Detection Framework for In-Vehicle Network -- Dynamic Momentum for Deep Learning with Differential Privacy -- An Unsupervised Surface Anomaly Detection Method Based on Attention and ASPP -- PCB Defect Detection Method Based on Improved RetinaNet -- A Method of Protecting Sensitive Information in Intangible Cultural Heritage Communication Network Based on Machine Learning -- Decision Making Analysis of Traffic Accidents on Mountain Roads in Yunnan Province -- Deep Adaptively Feature Extracting Network for Cervical Squamous Lesion Cell Detection -- DSGRAE: Deep Sparse Graph Regularized Autoencoder for Anomaly Detection -- A Lattice-Based Aggregate Signature Based on Revocable Identity -- Research and design of an emergency supply assurance monitoring system in the post-epidemic context -- Face Presentation Attack Detection Based on Texture Gradient Enhancement and Multi-scale Fusion -- Optimal Revenue Analysis of the Stubborn Mining based on Markov Decision Process -- Bipolar Picture Fuzzy Graph Based Multiple Attribute Decision Making Approach-Part II -- Machine Learning Based Method for Quantifying the Security Situation of Wireless Data Networks -- Overlapping community discovery algorithm based on three-level neighbor node influence -- Content-Aware Deep Feature Matching -- F2DLNet: A Face Forgery Detection and Localization Network Based on SSIM Error Maps -- An Eye-Gaze Tracking Method Based on a 3D Ocular Surface Fitting Model -- A Certificateless-Based Blind Signature Scheme with Message Recovery -- Fault Detection of Rolling Bearings by Using A Combination Network Model -- zkChain: An Efficient Blockchain Privacy Protection Scheme Based on zk-SNARKs -- Research on influential factors of online learning behavior based on big data -- Short speech key generation technology based on deep learning -- Domain Adversarial Interaction Network for Cross-domain Fault Diagnosis -- A Vehicle Data Publishing System with Privacy-awares in VANETs Based on Blockchain -- Highsimb: A Concrete Blockchain High Simulation With Contract Vulnerability Detection For Ethereum and Hyperledger Fabric -- Research on key technologies for the trusted perception of network information for big data -- Micro-expression Recognition Method Combining Dual-Stream Convolution and Capsule Network -- Security Scheduling Method of Cloud Network Big Data Cluster Based on Association Rule Algorithm -- Towards Differentially Private Contrastive Learning -- Two-stage High Precision Membership Inference Attack -- Secure Storage Method for Network Resources of professional Works Based on Decision Tree Algorithm -- Vehicle CAN Network Intrusion Detection Model Based on Extreme Learning Machine and Feature Analysis -- A Broad Learning System Based on the Idea of Vertical Federated Learning -- PAMP: A New Atomic Multi-Path Payments Method with Higher Routing Efficiency -- Privacy-Preserving Searchable Encryption Scheme Based on Deep Structured Semantic Model over Cloud Application -- A Event Extraction Method of Document-level based on the Self-attention Mechanism.
520 $a The three-volume proceedings set LNCS 13655,13656 and 13657 constitutes the refereed proceedings of the 4th International Conference on Machine Learning for Cyber Security, ML4CS 2022, which taking place during December 2-4, 2022, held in Guangzhou, China. The 100 full papers and 46 short papers were included in these proceedings were carefully reviewed and selected from 367 submissions.
650 0 $a Machine learning $x Congresses. $3 576368
650 0 $a Computer security $v Congresses. $3 622818
650 1 4 $a Data and Information Security. $3 3538510
650 2 4 $a Computer Engineering and Networks. $3 3538504
650 2 4 $a Computer System Implementation. $3 892710
650 2 4 $a Artificial Intelligence. $3 769149
700 1 $a Xu, Yuan. $3 1029221
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 13656. $3 3628177
856 4 0 $u https://doi.org/10.1007/978-3-031-20099-1
950 $a Computer Science (SpringerNature-11645)