Machine Learning for Cyber Security (Record no. 88765)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 07234nam a22006375i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-20096-0 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730173140.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230112s2023 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783031200960 |
| -- | 978-3-031-20096-0 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-031-20096-0 |
| 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 I / |
| 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 | XXIX, 669 p. 242 illus., 154 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 | 13655 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Traditional Chinese Medicine Health Status Identification with Graph Attention Network -- "Flexible Task Splitting Strategy in Aircraft Maintenance Technician Scheduling Based on Swarm Intelligence" -- Privacy Preserving CSI Fingerprint Device-Free Localization -- A Novel Blockchain-MEC-based Near-domain Medical Resource Sharing Model -- Pairwise Decomposition of Directed Graphic Models for Performing Amortized Approximate Inference -- VDDL: A Deep Learning-based Vulnerability Detection Model for Smart Contracts -- "Robust Remote Sensing Scene Classification with Multi-View Voting and Entropy Ranking" -- Visualized analysis of the emerging trends of automated audio description technology -- Anomaly Detection for Multi-Time Series with Normalizing Flow -- Encrypted Transmission Method of Network Speech Recognition Information Based on Big Data Analysis -- "A Lightweight NFT Auction Protocol for Cross-chain Environment" -- "A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images" -- Swarm Intelligence for Multi-objective Portfolio Optimization -- Research on Secure Cloud Storage of Regional Economic Data Network Based on Blockchain Technology -- "Data Leakage with Label Reconstruction in Distributed Learning Environments" -- Analysis Method of Abnormal Traffic of Teaching Network in Higher Vocational Massive Open Online Course Based on Deep Convolutional Neural Network -- "Spatio-Temporal Context Modeling for Road Obstacle Detection" -- A Survey of Android Malware Detection Based on Deep Learning -- "Information Encryption Transmission Method of Automobile Communication Network Based on Neural Network" -- Explanation-Guided Minimum Adversarial Attack -- CIFD: A Distance for Complex Intuitionistic Fuzzy Set -- Security Evaluation Method of Distance Education Network Nodes Based on Machine Learning -- "MUEBA:A Multi-Model System for Insider Threat Detection" -- "Bayesian Based Security Detection Method for Vehicle CAN Bus Network" -- "Discrete Wavelet Transform-based CNN for Breast Cancer Classification from Histopathology Images" -- "Machine Learning Based Security Situation Awareness Method for Network Data Transmission Process" -- Multi-objective Hydrologic Cycle Optimization for Integrated Container Terminal Scheduling Problem -- A Method for Residual Network Image Classification with Multi-scale Feature Fusion -- "High Voltage Power Communication Network Security Early Warning and Monitoring System Based on Hmac Algorithm" -- "Large Scale Network Intrusion Detection Model Based on FS Feature Selection" -- "Research on Intelligent Detection Method of Automotive Network Data Security Based on FlexRay/CAN Gateway" -- Adversarial Attack and Defense on Natural Language Processing in Deep Learning: A Survey and Perspective -- A Novel Security Scheme for Mobile Healthcare in Digital Twin -- Construction of Security Risk Prediction Model for Wireless Transmission of Multi Axis NC Machining Data -- Spiking Neural Networks Subject to Adversarial Attacks in Spiking Domain -- Diverse Web APIs Recommendation with Privacy-preservation for Mashup Development -- Network Security Evaluation Method of College Freshmen Career Counseling Service Based on Machine Learning -- FedTD：Efficiently share telemedicine data with federated distillation learning -- Increase channel attention based on Unet++ architecture for medical images -- Distributed Power Load Missing Value Forecasting with Privacy Protection -- Differentially Private Generative Model with Ratio-based Gradient Clipping -- Differential privacy protection algorithm for data clustering center -- Improved Kmeans algorithm based on privacy protection -- Symmetry Structured Analysis Sparse Coding for Key Frame Extraction -- Data Reconstruction from Gradient Updates in Federated Learning -- Natural Backdoor Attacks on Speech Recognition Models -- Boarding Pass Positioning with Jointly Multi-channel Segmentation and Perspective Transformation Correction -- AP-GCL:Adversarial perturbation ongraph contrastive learning -- An Overview of Opponent Modeling for Multi-agent Competition -- Adversarial Attack and Defense on Natural Language Processing in Deep Learning: A Survey and Perspective. |
| 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 networks |
| General subdivision | Security measures. |
| 9 (RLIN) | 3969 |
| 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) | 107120 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Engineering and Networks. |
| 9 (RLIN) | 107120 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mobile and Network Security. |
| 9 (RLIN) | 33624 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Xu, Yuan. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 107121 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Yan, Hongyang. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 107122 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Teng, Huang. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 107123 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Cai, Jun. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 107124 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Li, Jin. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 107125 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 9 (RLIN) | 107126 |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031200953 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783031200977 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Computer Science, |
| International Standard Serial Number | 1611-3349 ; |
| Volume/sequential designation | 13655 |
| 9 (RLIN) | 23263 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-031-20096-0">https://doi.org/10.1007/978-3-031-20096-0</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
| 912 ## - | |
| -- | ZDB-2-LNC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-Lecture Notes in CS |
No items available.