Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications

1. Front Matter

   Pages i-xiv

   PDF

2. Big Data Analytics and Distributed Systems

   1. Front Matter

      Pages 1-1

      PDF

   2. Document Representation with Representative Sets and Document Similarity at Sentence Level Using Maximum Matching in Bipartite Graph

      • Duc-Thinh Le, Nhat-Anh Pham-Hoang, Vi-Minh Luong, Hoang-Quoc Nguyen-Son, Minh-Triet Tran

      Pages 3-22

   3. A Hybrid Approach Using Decision Tree and Multiple Linear Regression for Predicting Students’ Performance

      • Huu Huong Xuan Nguyen, Tran Khanh Dang, Ngoc Duy Nguyen

      Pages 23-35

   4. Human Mobility Prediction Using k-Latest Check-ins

      • Tinh Cong Dao, Hai Thanh Nguyen

      Pages 36-49

   5. Hospital Revenue Forecast Using Multivariate and Univariate Long Short-Term Memories

      • Huong Thu Thi Luong, Huong Hoang Luong, Hai Thanh Nguyen, Nguyen Thai-Nghe

      Pages 50-65

   6. Using Some Machine Learning Methods for Time Series Forecasting Regarding Gold Prices

      • Vu Thanh Nguyen, Dinh Tuan Le, Phu Phuoc Huy, Nguyen Thi Hong Thao, Dao Minh Chau, Nguyen Thai Nho et al.

      Pages 66-85

3. Security and Privacy Engineering

   1. Front Matter

      Pages 87-87

      PDF

   2. Improving ModSecurity WAF Using a Structured-Language Classifier

      • Tri-Chan-Hung Nguyen, Minh-Khoi Le-Nguyen, Dinh-Thuan Le, Van-Hoa Nguyen, Long-Phuoc Tôn, Khuong Nguyen-An

      Pages 89-104

   3. Security Issues in Android Application Development and Plug-in for Android Studio to Support Secure Programming

      • Anh-Duy Tran, Minh-Quan Nguyen, Gia-Hao Phan, Minh-Triet Tran

      Pages 105-122

   4. On Using Cryptographic Technologies in Privacy Protection of Online Conferencing Systems

      • Nguyen Duy Khang Truong, Tran Khanh Dang, Cong An Nguyen

      Pages 123-138

   5. A Survey of Machine Learning Techniques for IoT Security

      • Cao Tien Thanh

      Pages 139-157

4. Industry 4.0 and Smart City: Data Analytics and Security

   1. Front Matter

      Pages 159-159

      PDF

   2. A Prediction-Based Cache Replacement Policy for Flash Storage

      • Van-Nguyen Pham, Mwasinga Lusungu Josh, Duc-Tai Le, Sang-Won Lee, Hyunseung Choo

      Pages 161-169

   3. A Deep Learning-Based Method for Image Tampering Detection

      • Kha-Tu Huynh, Tu-Nga Ly, Thuong Le-Tien

      Pages 170-184

   4. Building a Vietnamese Dataset for Natural Language Inference Models

      • Chinh Trong Nguyen, Dang Tuan Nguyen

      Pages 185-199

   5. One-Class Classification with Noise-Based Data Augmentation for Industrial Anomaly Detection

      • Nguyen Thi Hong Anh, Do Ngoc Nhu Loan, Le Hong Trang

      Pages 200-209

   6. Features Selection in Microscopic Printing Analysis for Source Printer Identification with Machine Learning

      • Q. Phu Nguyen, Nhan Tam Dang, An Mai, Van Sinh Nguyen

      Pages 210-223

   7. Forecasting and Analyzing the Risk of Dropping Out of High School Students in Ca Mau Province

      • Nguyen Dinh-Thanh, Nguyen Thanh-Hai, Pham Thi-Ngoc-Diem

      Pages 224-237

   8. Personalized Student Performance Prediction Using Multivariate Long Short-Term Memory

      • Tran Thanh Dien, Pham Huu Phuoc, Nguyen Thanh-Hai, Nguyen Thai-Nghe

      Pages 238-247

This book constitutes the proceedings of the 8th International Conference on Future Data and Security Engineering, FDSE 2021, held in Ho Chi Minh City, Vietnam, in November 2021.*

The 28 full papers and 8 short were carefully reviewed and selected from 168 submissions. The selected papers are organized into the following topical headings: big data analytics and distributed systems; security and privacy engineering; industry 4.0 and smart city: data analytics and security; blockchain and access control; data analytics and healthcare systems; and short papers: security and data engineering.

* The conference was held virtually due to the COVID-19 pandemic.

• artificial intelligence
• computer networks
• computer security
• computer systems
• computer vision
• cryptography
• data communication systems
• data mining
• data security
• databases
• deep learning
• image analysis
• image processing
• machine learning
• mathematics
• network protocols
• network security
• neural networks
• signal processing
• telecommunication systems

• HCMC University of Technology (HCMUT), Ho Chi Minh City, Vietnam

  Tran Khanh Dang

• Johannes Kepler University of Linz, Linz, Austria

  Josef Küng

• Sungkyunkwan University, Suwon, Korea (Republic of)

  Tai M. Chung

• Hosei University, Tokyo, Japan

  Makoto Takizawa