Artificial Intelligence and Security : 5th International Conference, ICAIS 2019, New York, NY, USA, July 26-28, 2019, Proceedings, Part II / edited by Xingming Sun, Zhaoqing Pan, Elisa Bertino.

Format:

Book

Contributor:

Sun, Xingming, Editor.

Pan, Zhaoqing, Editor.

Bertino, Elisa, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Security and cryptology ; SL 4, 11633

Security and Cryptology ; 11633

Language:

English

Subjects (All):

Data protection.

Artificial intelligence.

Computer engineering.

Computer networks.

Application software.

Computer vision.

Algorithms.

Data and Information Security.

Artificial Intelligence.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Computer Vision.

Local Subjects:

Data and Information Security.

Artificial Intelligence.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Computer Vision.

Algorithms.

Physical Description:

1 online resource (XVII, 665 pages) : 375 illustrations, 189 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

The 4-volume set LNCS 11632 until LNCS 11635 constitutes the refereed proceedings of the 5th International Conference on Artificial Intelligence and Security, ICAIS 2019, which was held in New York, USA, in July 2019. The conference was formerly called "International Conference on Cloud Computing and Security" with the acronym ICCCS. The total of 230 full papers presented in this 4-volume proceedings was carefully reviewed and selected from 1529 submissions. The papers were organized in topical sections as follows: Part I: cloud computing; Part II: artificial intelligence; big data; and cloud computing and security; Part III: cloud computing and security; information hiding; IoT security; multimedia forensics; and encryption and cybersecurity; Part IV: encryption and cybersecurity.

Contents:

Artificial Intelligence

CCNET: Cascading Convolutions for Cardiac Segmentation

A Deep Belief Networks Based Prediction Method for Identification of Disease-associated Non-coding SNPs in Human Genome

On Human-like Performance Artificial Intelligence - A Demonstration Using an Atari Game

Implementation of Multiplicative Seasonal ARIMA modeling and Flood Prediction based on Long-Term Time Series Data in Indonesia

Improved Bayesian Method with Collision Recovery for RFID Anti-Collision

Multi-step Attack Scenarios Mining Based on Neural Network and Bayesian Network Attack Graph

A Comparative Study of Machine Learning Classifiers for Network Intrusion Detection

On True Language Understanding

The l2,1-Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation

Molecular Dynamics Simulation Optimization Based on GROMACS on Sunway TaihuLight

A Review of Network Representation Learning

A Two-stage Deep Neural Network for Sequence Labeling

Reinforcement Learning based Content Push Policy for HetNets with Energy Harvesting Small Cells

A Comparative Research on Open Source Edge Computing Systems

Weather Forecasting Using Artificial Neural Network

A New Quantitative Evaluation Method for Fuzzing

Classification of ECG Arrhythmia Using CNN, SVM and LDA

Discrete Similarity Preserving Hashing for Cross-Modal Retrieval

Classification of Vitiligo Based on Convolutional Neural Network

Big Data

Multi-scale and Hierarchical Embedding for Polarity Shift Sensitive Sentiment Classification

Trade-off between Energy Consumption and Makespan in the Mapreduce Resource Allocation Problem

FSampleJoin: A Fixed-sample-based Method for String Similarity Joins using MapReduce

Mass Diffusion Recommendation Algorithm Based on Multi-Subnet Composited Complex Network Model

Optimizing Word Embedding for Fine-grained Sentiment Analysis

A Sentiment Classification Model Based on Multiple Multi-classifier Systems

Task Scheduling Algorithm based on Campus Cloud Platform

Automatic Self-feedback for the Studying effect of MOOC Based on Support Vector Machine

Prediction on Payment Volume from Customer Service Electricity Channel

Delay-Tolerant Rendezvous-based Data collection for Target Tracking in Large-Scale Wireless Sensor Networks with UGV

Energy-Efficient Data-Collection with Rendezvous-Based Approaches in Large-Scale WSNs with multi-UGV

Analysis of the Efficiency-Energy with Regression and Classification in Household using K-NN 354

Probe Recommendation Algorithm for Link Delay Detection

Recommendation with Heterogeneous Information Networks Based on Meta-Graph

A GA-optimized Weighted Mixed Kernel Function of SVM Based on Information Entropy

Modeling and Simulation of Network Public Opinion Propagation Model Based on Interest Matching in Social Network

Power Consumption and Coverage Test of NB-IoT in the Substation Edge Computing Environment

Research on the Optimization of Spark Big Table Equal Join

Gait Recognition based on spatial-temporal information

Research on Load Balancing Algorithm Optimization Based on Spark Platform

A System for Calculating the Amount of Motion Based on 3D Pose Estimation

Design of Security Portrait Big Data Application System

Urban traffic flow forecast based on ST-SEResNet

A Novel Power System Anomaly Data Identification Method Based on Neural Network and Affine Propagation

Input-Output Analysis of Chinese National Agricultural Science and Technology Park

A Power Grid Operations Monitoring Platform Based on Big Data Technology

An Efficient Social-Aware Routing Strategy in Mobile Social Networks

Cloud Computing and Security

Improvement of Differential Fault Attack Based on Lightweight Ciphers with GFN Structure

Cloud Management Systems - Load Balancing Algorithms and VDI Implementation Techniques

When Side Channel becomes Good: Kernel Malware Attack Investigation

Robust Encrypted Watermarking for Medical Images Based on DWT-DCT and Tent Mapping in Encrypted Domain

An Analysis of A Three-Factor Authentication Scheme and Its Improved Fix

A Novel Content Based Image Retrieval Scheme in Cloud Computing

Mobile Image Retrieval System for Cloud Service Based on Convolutional Neural Network and Hadoop

Formal Specification of Concurrent Enforcement Ucon Model with CTL Logic

Design of Real-Time Resource-Aware Network Resource Allocation Mechanism Under SDN Background

RSCM: A Reliability-Aware Service Chain Mapping.

Other Format:

Printed edition:

ISBN:

978-3-030-24265-7

9783030242657

Access Restriction:

Restricted for use by site license.