Machine Learning for Cyber Security (Record no. 97339)
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fixed length control field | 07178nam a22006495i 4500 |
001 - CONTROL NUMBER | |
control field | 978-3-031-20099-1 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | DE-He213 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20240730203115.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
fixed length control field | cr nn 008mamaa |
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fixed length control field | 230112s2023 sz | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9783031200991 |
-- | 978-3-031-20099-1 |
024 7# - OTHER STANDARD IDENTIFIER | |
Standard number or code | 10.1007/978-3-031-20099-1 |
Source of number or code | doi |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | QA76.9.A25 |
072 #7 - SUBJECT CATEGORY CODE | |
Subject category code | UR |
Source | bicssc |
072 #7 - SUBJECT CATEGORY CODE | |
Subject category code | UTN |
Source | bicssc |
072 #7 - SUBJECT CATEGORY CODE | |
Subject category code | COM053000 |
Source | bisacsh |
072 #7 - SUBJECT CATEGORY CODE | |
Subject category code | UR |
Source | thema |
072 #7 - SUBJECT CATEGORY CODE | |
Subject category code | UTN |
Source | thema |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 005.8 |
Edition number | 23 |
245 10 - TITLE STATEMENT | |
Title | Machine Learning for Cyber Security |
Medium | [electronic resource] : |
Remainder of title | 4th International Conference, ML4CS 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part II / |
Statement of responsibility, etc. | edited by Yuan Xu, Hongyang Yan, Huang Teng, Jun Cai, Jin Li. |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed. 2023. |
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
Place of production, publication, distribution, manufacture | Cham : |
Name of producer, publisher, distributor, manufacturer | Springer Nature Switzerland : |
-- | Imprint: Springer, |
Date of production, publication, distribution, manufacture, or copyright notice | 2023. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | XVII, 625 p. 212 illus., 142 illus. in color. |
Other physical details | online resource. |
336 ## - CONTENT TYPE | |
Content type term | text |
Content type code | txt |
Source | rdacontent |
337 ## - MEDIA TYPE | |
Media type term | computer |
Media type code | c |
Source | rdamedia |
338 ## - CARRIER TYPE | |
Carrier type term | online resource |
Carrier type code | cr |
Source | rdacarrier |
347 ## - DIGITAL FILE CHARACTERISTICS | |
File type | text file |
Encoding format | |
Source | rda |
490 1# - SERIES STATEMENT | |
Series statement | Lecture Notes in Computer Science, |
International Standard Serial Number | 1611-3349 ; |
Volume/sequential designation | 13656 |
505 0# - FORMATTED CONTENTS NOTE | |
Formatted contents note | 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 basedon 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 inVANETs 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 ## - SUMMARY, ETC. | |
Summary, etc. | 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 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Data protection. |
9 (RLIN) | 7245 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Computer engineering. |
9 (RLIN) | 10164 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Computer networks . |
9 (RLIN) | 31572 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Computer systems. |
9 (RLIN) | 174476 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Artificial intelligence. |
9 (RLIN) | 3407 |
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Data and Information Security. |
9 (RLIN) | 31990 |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Computer Engineering and Networks. |
9 (RLIN) | 174477 |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Computer System Implementation. |
9 (RLIN) | 38514 |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Artificial Intelligence. |
9 (RLIN) | 3407 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Xu, Yuan. |
Relator term | editor. |
Relationship | edt |
-- | http://id.loc.gov/vocabulary/relators/edt |
9 (RLIN) | 174478 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Yan, Hongyang. |
Relator term | editor. |
Relationship | edt |
-- | http://id.loc.gov/vocabulary/relators/edt |
9 (RLIN) | 174479 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Teng, Huang. |
Relator term | editor. |
Relationship | edt |
-- | http://id.loc.gov/vocabulary/relators/edt |
9 (RLIN) | 174480 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Cai, Jun. |
Relator term | editor. |
Relationship | edt |
-- | http://id.loc.gov/vocabulary/relators/edt |
9 (RLIN) | 174481 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Li, Jin. |
Relator term | editor. |
Relationship | edt |
-- | http://id.loc.gov/vocabulary/relators/edt |
9 (RLIN) | 174482 |
710 2# - ADDED ENTRY--CORPORATE NAME | |
Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
9 (RLIN) | 174483 |
773 0# - HOST ITEM ENTRY | |
Title | Springer Nature eBook |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
Relationship information | Printed edition: |
International Standard Book Number | 9783031200984 |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
Relationship information | Printed edition: |
International Standard Book Number | 9783031201004 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
Uniform title | Lecture Notes in Computer Science, |
International Standard Serial Number | 1611-3349 ; |
Volume/sequential designation | 13656 |
9 (RLIN) | 23263 |
856 40 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-031-20099-1">https://doi.org/10.1007/978-3-031-20099-1</a> |
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912 ## - | |
-- | ZDB-2-SXCS |
912 ## - | |
-- | ZDB-2-LNC |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | eBooks-Lecture Notes in CS |
No items available.