New Trends in Computer Technologies and Applications〈1st ed. 2022〉 : 25th International Computer Symposium, ICS 2022, Taoyuan, Taiwan, December 15–17, 2022, Proceedings

著者名：Hsieh, Sun-Yuan (EDT)/Hung, Ling-Ju (EDT)/Klasing, Ralf (EDT)/Lee, Chia-Wei (EDT)/Peng, Sheng-Lung (EDT)

Springer（2023/02/09発売）

• 言語：ENG
• ISBN：9789811995811
• eISBN：9789811995828

Description

This book constitutes the refereed proceedings of the 25th International Computer Symposium on New Trends in Computer Technologies and Applications, ICS 2022, which took place in Taoyuan, Taiwan, in December 2022. ICS is one of the largest joint international IT symposia held in Taiwan. Founded in 1973, it is intended to provide a forum for researchers, educators, and professionals to exchange their discoveries and practices, and to explore future trends and applications in computer technologies. The biannual symposium offers a great opportunity to share research experiences and to discuss potential new trends in the IT industry.

The 58 full papers and one invited paper presented in this volume were carefully reviewed and selected from 137 submissions. The papers have been organized in the following topical sections: Invited Paper; Algorithms, Bioinformatics, and Computation Theory; Cloud Computing and Big Data; Computer Vision and Image Processing; Cryptographyand Information Security; Electronics and Information Technology; Mobile Computation and Wireless Communication; Ubiquitous Cybersecurity and Forensics.

Table of Contents

​Invited Paper.- High-Radix Interconnection Networks. -Algorithms, Bioinformatics, and Computation Theory.- String editing under pattern constraints.- Priority Algorithms with Advice for Disjoint Path Allocation Problems (Extended Abstract).- On Two Variants of Induced Matchings.- A tree structure for local diagnosis in multiprocessor systems under comparison model.- Multiagent Learning for Competitive Opinion Optimization (Extended Abstract).- The Maximum Zero-Sum Partition Problem.- Combined Bayesian and RNN-based Hyperparameter Optimization for Efficient Model Selection Applied for autoML.- Adiabatic Quantum Computation for Cyber Attack and Defense Strategies.- Computation Offloading Algorithm Based on Deep Reinforcement Learning and Multi-Task Dependency for Edge Computing.- A Comparison Diagnosis Algorithm for Conditional Fault Local Diagnosis of Multiprocessor Systems.- Novel ways of enumerating restrained dominating sets of cycles.- Fault Diagnosability of Multigraph Matching Composition Networks.- Generating Scale-Free Outerplanar Networks.- Hamiltonian Properties of the Dragonfly Network.- Fine Grained Space Complexity and the Linear Space Hypothesis (Preliminary Report).- Partition-Edge Fault-Tolerant Hamiltonicity of Pancake Graphs.- Cloud Computing and Big Data.- Query Regrouping Problem on Tree Structure for GPUs Accelerated Platform.- The Enhancement of Classification of Imbalanced Dataset for Edge Computing.- Development of Personnel Epidemic Prevention Monitoring Access Control System.- The Use of Serverless Processing in Web Application Development.- Scaling Model for vIMS on the Cloud.- Using classification algorithms to predict Taiwan Stock Market - A Case study of Taiwan Index Futures.- Semi-Automatic Chatbot Generation for Web APIs.- Prediction ofMiddle-Aged Unhealthy Facial Skin using VGG19 and Support Vector Machine Models.- Computer Vision and Image Processing.- Real-Time Intentional Eye Blink Detection Using Rhombus Identification.- Difficulty-Aware Mixup for Replay-based Continual Learning.- Vision-Based Lightweight Facial Respiration and Heart Rate Measurement Technology.- GAN-based Criminal Suspect Face Generator.- Cryptography and Information Security.- Automatic Summarization of Critial Threat Intelligence Using Transfer Learning.- Anti-screenshot Watermarking Algorithm about Archives Image Based on Deep Learning Model.- Detecting Android malware by combining system call sequence

relationships with local feature calculation.- A Detector Using Variant Stacked Denoising Autoencoders with Logistic Regression for Malicious JavaScript with Obfuscations.- A Lightweight and Robust Authentication and Key Agreements with PhysicallyUnclonable Function in Manufacturing Environments.- Image compression and meaningful ciphertext encryption based on improved infinite collapse 2D hyperchaos and histogram shift embedding.- A Robust Two Factor Authentication Scheme with Fine Grained Biometrics Verification.- Electronics and Information Technology.- Applying an IoT Analytics Framework in East Asia Area.- Android Malware Classifier Combining Permissions and API Features to face model drifting.- Design and Implementation of the Optimized Computing Architecture for Matrix Decomposition Algorithms.- Design and Implememtation of The CNN Accelator Based on Multi-streaming SIMD Mechanisms.- Design and Implementation of The Link-list DMA Controller for High Bandwidth Data Streaming.- STEM Education Meets HPC.- Research on KNN-based GNSS Coordinate Classification for Epidemic Management.- An Improved Light Weight Countermeasure Scheme to Efficiently Mitigate TCP Attacks in SDN.- The Effectiveness of Block-based Visualized Programming Learning on the problem-solving skills of the Freshmen.- Behavior Profiling of Role-Playing Game Players Based on Heuristic Event Log Mining.- The impact of live streaming on personal purchase behavior.- Stochastic-Gradient-Descent-Based Max-Margin Early Event Detector.- AHP-based Assessment of Developing Online Virtual Reality Services with Progressive Web Apps.- From Data of Internet of Things to Domain Knowledge: A Case Study of Exploration in Smart Agriculture.- Physical Layer Coding and Cryptanalysis for The Security Communications.- Mobile Computation and Wireless Communication.- 5G Network Slice Scalability based on Management Data Analytics Function (MDAF).- Design and Analysis for Wireless Tire Pressure Sensing System.- Ubiquitous Cybersecurity and Forensics.- Preserving Collusion-free and Traceability in Car-sharing System based on Blockchain.- Utilization of Theoretical Domains Framework (TDF) to Validate the Digital Piracy Behaviour Constructs – A systematic Literature Review Study.- Domain-specific Anomaly Detection for In-vehicle Networks.- LED: Learnable Encryption with Deniability.- Module Architecture of Docker Image and Container Security.- High-Capacity Double-Layer Data Hiding Technique Based on 3D Magic Cube.