Artificial Intelligence and Security: 5th International Conference, ICAIS 2019, New York, NY, USA, July 26-28, 2019, Proceedings, Part II

Description

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

Table of Contents

1. Artificial Intelligence
   1. Front Matter
   2. CCNET: Cascading Convolutions for Cardiac Segmentation
   3. A Deep Belief Networks Based Prediction Method for Identification of Disease-Associated Non-coding SNPs in Human Genome
   4. On Human-Like Performance Artificial Intelligence – A Demonstration Using an Atari Game
   5. Implementation of Multiplicative Seasonal ARIMA Modeling and Flood Prediction Based on Long-Term Time Series Data in Indonesia
   6. Improved Bayesian Method with Collision Recovery for RFID Anti-collision
   7. Multi-step Attack Scenarios Mining Based on Neural Network and Bayesian Network Attack Graph
   8. A Comparative Study of Machine Learning Classifiers for Network Intrusion Detection
   9. On True Language Understanding
   10. The ℓ2,1 -Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation
   11. Molecular Dynamics Simulation Optimization Based on GROMACS on Sunway TaihuLight
   12. A Review of Network Representation Learning
   13. A Two-Stage Deep Neural Network for Sequence Labeling
   14. Reinforcement Learning Based Content Push Policy for HetNets with Energy Harvesting Small Cells
   15. A Comparative Research on Open Source Edge Computing Systems
   16. Weather Forecasting Using Artificial Neural Network
   17. A New Quantitative Evaluation Method for Fuzzing
   18. Classification of ECG Arrhythmia Using CNN, SVM and LDA
   19. Discrete Similarity Preserving Hashing for Cross-modal Retrieval
   20. Classification of Vitiligo Based on Convolutional Neural Network
2. Big Data
   1. Front Matter
   2. Multi-scale and Hierarchical Embedding for Polarity Shift Sensitive Sentiment Classification
   3. Trade-off Between Energy Consumption and Makespan in the Mapreduce Resource Allocation Problem
   4. FSampleJoin: A Fixed-Sample-Based Method for String Similarity Joins Using MapReduce
   5. Mass Diffusion Recommendation Algorithm Based on Multi-subnet Composited Complex Network Model
   6. Optimizing Word Embedding for Fine-Grained Sentiment Analysis
   7. A Sentiment Classification Model Based on Multiple Multi-classifier Systems
   8. Task Scheduling Algorithm Based on Campus Cloud Platform
   9. Automatic Self-feedback for the Studying Effect of MOOC Based on Support Vector Machine
   10. Prediction on Payment Volume from Customer Service Electricity Channel
   11. Delay-Tolerant Rendezvous-Based Data Collection for Target Tracking in Large-Scale Wireless Sensor Networks with UGV
   12. Energy-Efficient Data-Collection with Rendezvous-Based Approaches in Large-Scale WSNs with Multi-UGV
   13. Analysis of the Efficiency-Energy with Regression and Classification in Household Using K-NN
   14. Probe Recommendation Algorithm for Link Delay Detection
   15. Recommendation with Heterogeneous Information Networks Based on Meta-Graph
   16. A GA-Optimized Weighted Mixed Kernel Function of SVM Based on Information Entropy
   17. Modeling and Simulation of Network Public Opinion Propagation Model Based on Interest Matching in Social Network
   18. Power Consumption and Coverage Test of NB-IoT in the Substation Edge Computing Environment
   19. Research on the Optimization of Spark Big Table Equal Join
   20. Towards Effective Gait Recognition Based on Comprehensive Temporal Information Combination
   21. Research on Load Balancing Algorithm Optimization Based on Spark Platform
   22. A System for Calculating the Amount of Motion Based on 3D Pose Estimation
   23. Design of Security Portrait Big Data Application System
   24. Urban Traffic Flow Forecast Based on ST-SEResNet
   25. A Novel Power System Anomaly Data Identification Method Based on Neural Network and Affine Propagation
   26. Input-Output Analysis of Chinese National Agricultural Science and Technology Park
   27. A Power Grid Operations Monitoring Platform Based on Big Data Technology
   28. An Efficient Social-Aware Routing Strategy in Mobile Social Networks
3. Cloud Computing and Security
   1. Front Matter
   2. Improvement of Differential Fault Attack Based on Lightweight Ciphers with GFN Structure
   3. Cloud Management Systems – Load Balancing Algorithms and VDI Implementation Techniques
   4. When Side Channel Becomes Good: Kernel Malware Attack Investigation
   5. Robust Encrypted Watermarking for Medical Images Based on DWT-DCT and Tent Mapping in Encrypted Domain
   6. An Analysis of a Three-Factor Authentication Scheme and Its Improved Fix
   7. A Novel Content Based Image Retrieval Scheme in Cloud Computing
   8. Mobile Image Retrieval System for Cloud Service Based on Convolutional Neural Network and Hadoop
   9. Formal Specification of Concurrent Enforcement UCON Model with CTL Logic
   10. Design of Real-Time Resource-Aware Network Resource Allocation Mechanism Under SDN Background
   11. RSCM: A Reliability-Aware Service Chain Mapping
   12. Correction to: Prediction on Payment Volume from Customer Service Electricity Channel

Editors Biography

Xingming Sun, Zhaoqing Pan
Nanjing University of Information Science and Technology, Nanjing, China

Elisa Bertino
Purdue University, West Lafayette, USA