Artificial Intelligence and Security : 7th International Conference, ICAIS 2021, Dublin, Ireland, July 19-23, 2021, Proceedings, Part I / edited by Xingming Sun, Xiaorui Zhang, Zhihua Xia, Elisa Bertino.

Format:

Book

Contributor:

Sun, Xingming, Editor.

Zhang, Xiaorui., Editor.

Xia, Zhihua, Editor.

Bertino, Elisa, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 12736

Information Systems and Applications, incl. Internet/Web, and HCI ; 12736

Language:

English

Subjects (All):

Application software.

Artificial intelligence.

Computer engineering.

Computer networks.

Computer vision.

Computer and Information Systems Applications.

Artificial Intelligence.

Computer Engineering and Networks.

Computer Vision.

Local Subjects:

Computer and Information Systems Applications.

Artificial Intelligence.

Computer Engineering and Networks.

Computer Vision.

Physical Description:

1 online resource (XXIV, 753 pages) : 118 illustrations, 1 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

This two-volume set of LNCS 12736-12737 constitutes the refereed proceedings of the 7th International Conference on Artificial Intelligence and Security, ICAIS 2021, which was held in Dublin, Ireland, in July 2021. The conference was formerly called "International Conference on Cloud Computing and Security" with the acronym ICCCS. The total of 93 full papers and 29 short papers presented in this two-volume proceedings was carefully reviewed and selected from 1013 submissions. Overall, a total of 224 full and 81 short papers were accepted for ICAIS 2021; the other accepted papers are presented in CCIS 1422-1424. The papers were organized in topical sections as follows: Part I: Artificial intelligence; and big data Part II: Big data; cloud computing and security; encryption and cybersecurity; information hiding; IoT security; and multimedia forensics.

Contents:

Artificial Intelligence

Research on Spoofing Jamming of Integrated Navigation System on UAV

Multi-penalty functions GANs via multi-task learning

Community Detection Model Based on Graph Representation and Self-supervised Learning

Efficient Distributed Stochastic Gradient Descent through Gaussian Averaging

Application Research of Improved Particle Swarm Optimization Algorithm Used on Job Shop Scheduling Problem

Artificial Intelligence Chronic Disease Management System Based on Medical Resource Perception

Research on Deep Learning Denoising Method in an Ultra-fast All-optical Solid-state Framing Camera

LSTM-XGBoost Application of the Model to the Prediction of Stock Price

Test of integrated urban rail transit vehicle-to-ground communication system based on LTE-U technology

Research on Efficient Image Inpainting Algorithm Based on Deep Learning

Subspace Classification of Attention Deficit Hyperactivity Disorder with Laplacian Regularization

Study the Quantum Transport Process: Machine Learning Simulates Quantum Conditional Master Equation

Neural Network Study Quantum Synchronization and Quantum Correlation under Non-zero Temperature

Research on Intelligent Cloud Manufacturing Resource Adaptation Methodology Based on Reinforcement Learning

Automatic CT Lesion Detection Based On Feature Pyramid Inference with Multi-Scale Response

A Survey of Chinese Anaphora Resolution

Efficient 3D Pancreas Segmentation Using Two-stage 3D Convolutional Neural Networks

Multi-UAV Task Allocation Method Based on Improved Bat Algorithm

Deep Learning Models for Intelligent Healthcare: Implementation and Challenges

An Improved YOLOv3 Algorithm Combined with Attention Mechanism for Flame and Smoke Detection

The Evaluation Method of Safety Classification for Electric Energy Measurement Based on Dynamic Double Fuzzy Reasoning

Offline Writer Identification Using Convolutional Neural Network and VLAD Descriptors

A Light-Weight Prediction Model for Aero-Engine Surge Based on Seq2Seq

Simulation Analysis of PLC/WLC Hybrid Communication with traffic model

A study on the Influence of Economic growth on urban-rural income gap in five northwest Provinces based on unit root and Co-integration test

Research on Intrusion Detection of Industrial Control System Based on FastICA-SVM Method

KCFuzz: Directed Fuzzing Based on Keypoint Coverage

Deep Adversarial Learning Based Heterogeneous Defect Prediction

Smart grid data anomaly detection method based on cloud computing platform

A Flexible Planning Approach Using Label Member

A Survey and Future Perspectives of Hybrid Deep Learning Models for Text Classification

Non-contact Heart Rate Measurement Based on Fusion Technology

Research on Cotton Impurity Detection Algorithm Based on Image Segmentation

Improving Text Matching with Semantic Dependency Graph via Message Passing Neural Network

Demonstration of Low Power and Low Cost Wireless Sensor Network with Edge Computing

Analysis on spatial Pattern Evolution of Cultivated land in urban Area based on spatial Autocorrelation Analysis

A case study of Luoyang City

Research of Spatial pattern for cultivated land quality in Henan Province based on spatial autocorrelation

Preamble selection and allocation algorithm based on Q learning

An Improved Object Detection Algorithm Based on CenterNet

Survey on Image Object Detection Algorithms based on Deep Learning

Autocoder Guide Multi-Category Topic Clustering for Keywords Matching

Adversarial Defense Networks via Gaussian Noise and RBF

Intelligent Detection and Early Warning System of Railway Track

Train Driver State Detection System Based on PCA and SVM

The Offset-Image Recognition Based on Dense Coding

Self-Supervision adversarial learning network for liver lesion classification

Mining Consumer Brand Relationship from Social Media Data: A Natural Language Processing Approach

Weighted Hierarchy Mechanism over BERT for Long Text Classification

Corrosion Detection in Transformers Based on Hierarchical Annotation

Fake Calligraphy Recognition Based on Deep Learning

A Top-k QoS-optimal Service Composition Approach under Dynamic Environment

Big Data

Analysis on the Influencing Factors of Mooc Construction based on SPSS Analysis

A Copyright Protection Scheme of Visual Media in Big Data Environment

A Fast Sound Ray Tracking Method for Ultra-short Baseline Positioning

Research on Auxiliary Target Extraction and Recognition Technology in Big Data Environment

Analysis of Information Dissemination Orientation of New Media Police Microblog Platform

An Evaluation Method of Population Based on Geographic Raster and Logistic Regression

Image Compression Algorithm Based on Time Series

A Resource-saving Multi-layer Fault-tolerant Low Orbit Satellite Network

Research on business travel problem based on simulated annealing and tabu search algorithms

Intelligent Security Image Classification on Small Sample Learning

Intelligent Ecological Environment Control System Design.

Other Format:

Printed edition:

ISBN:

978-3-030-78609-0

9783030786090

Access Restriction:

Restricted for use by site license.