System Reliability and Security

ISBN-13: 9781032386911 / Miękka / 2023 / 240 str.

Opis

The book covers the prime requirements for a secure Internet of Things (IoT) setup. The book discusses security concerns of an IoT setup by uncovering the present challenges in standardization of data routing, data integrity, device supervision, IoT integration, information storage, IoT performance, and security solutions.

Spis treści

1. A GNN Approach for Software Reliability 2. Software Reliability Prediction using Neural Networks: A Nonparametric Approach 3. Analysis and Modelling of Software Reliability using Deep Learning Methods 4. Fixed-Design Local Polynomial Approach for Estimation and Hypothesis Testing of Reliability Measures 5. Reliability Analysis of Relation Among Urbanisation, Vegetation Health and Heat Island Through Markov Chain Model 6. Modeling and IoT (Internet of Things) Analysis for Smart Precision Agriculture 7. Software Engineering Challenges in the Development of Artificial Intelligence and Machine Learning Systems 8. Study and Analysis of Testing Effort Functions for Software Reliability Modelling 9. A Summary of NHPP-based Software Reliability Modeling with Lindley-Type Distributions 10. Artificial Intelligence and Machine Learning Problems and Challenges in Software Testing 11. Software Quality Prediction by CatBoost-FeedForward Neural Network in Software Engineering 12. Software Security 13. Software Security Metrics Taxonomy 14. Real Time Supervisory Control and Data Acquisition (Scada) Model for Resourceful Use of Public Water Distribution

O autorze

Javaid Iqbal is a Senior Assistant Professor in the Post Graduate Department of Computer Science, University of Kashmir, Srinagar Jammu and Kashmir, India. He did his PhD in Computer Science from the University of Kashmir in the year 2014.

Faheem Syeed Masoodi is Assistant Professor in the Department of Computer Science, University of Kashmir. Earlier, he served College of Computer Science, University of Jizan, Saudi Arabia as an Assistant Professor.

Ishfaq Ahmad Malik completed his Ph.D. degree in the year 2019 from Department of Mathematics, National Institute of Technology, Srinagar, Jammu and Kashmir, India.

Shozab Khurshid completed her Ph.D. degree in the year 2019 from Post‐Graduate Department of Computer Science, University of Kashmir, India.

Iqra Saraf completed her Ph.D. degree in the year 2019 from Post‐Graduate Department of Computer Science, University of Kashmir, India. Her research interests include software reliability, software optimization and software security.

Alwi M Bamhdi is an associate professor in the Department of Computer Sciences, Umm Al-Qura University, Saudi Arabia. He received his MSc and Ph.D. in computer science in 2014 from Heriot-Watt University, UK.