Evolution and Applications of Quantum ComputingКНИГИ » ПРОГРАММИНГ
Название: Evolution and Applications of Quantum Computing Автор: Sachi Nandan Mohanty, Rajanikanth Aluvalu, Sarita Mohanty Издательство: Wiley-Scrivener Год: 2023 Страниц: 352 Язык: английский Формат: pdf (true), epub Размер: 45.6 MB
The book is about the Quantum Model replacing traditional computing’s classical model and gives a state-of-the-art technical overview of the current efforts to develop quantum computing and applications for Industry 4.0. A holistic approach to the revolutionary world of quantum computing is presented in this book, which reveals valuable insights into this rapidly emerging technology. The book reflects the dependence of quantum computing on the physical phenomenon of superposition, entanglement, teleportation, and interference to simplify difficult mathematical problems which would have otherwise taken years to derive a definite solution for. An amalgamation of the information provided in the multiple chapters will elucidate the revolutionary and riveting research being carried out in the brand-new domain encompassing quantum computation, quantum information and quantum mechanics. Each chapter gives a concise introduction to the topic. The book comprises 18 chapters and describes the pioneering work on the interaction between Artificial Intelligence, Machine Learning, and quantum computing along with their applications and potential role in the world of Big Data. Subjects Audience The book will be very useful for researchers in Computer Science, Artificial Intelligence and quantum physics as well as students who want to understand the history of quantum computing along with its applications and have a technical state-of-the-art overview.
The book begins with the procedure for designing one of the most important combinational circuits, called the quantum multiplexer with secured quantum gate (CSWAP), that aids in implementing quantum entanglement to provide secured communication. Also provided is a description of the pioneering work being done on the interaction between artificial intelligence, machine learning and quantum computing along with their potential role in the world of big data. Next, the book guides you towards detecting malicious emails and URLs by using quantum text mining algorithms and further helps by teaching the algorithm needed to distinguish between phishing and benign sites. Also included is an interesting chapter on application machine learning to detect phishing URLs and the procedure to implement URL feature extractor. Emphasis is placed on the increasing vulnerabilities a system has to cybersecurity attacks in the chapter on quantum data traffic analysis for intrusion detection system. Furthermore, you will find chapters on interdisciplinary fields like quantum computation in Indian banks, netnomy and vehicular ad-hoc networks, virtual reality in education of autistic children, and quantum computing for identifying bacterial diseases and accelerating drug discovery. The book also touches on the critical domain of traditional classical cryptography and quantum cryptography along with their substantial difference and their role in providing a safe and secure communication system.
Preface 1 Introduction to Quantum Computing 2 Fundamentals of Quantum Computing and Significance of Innovation 3 Analysis of Design Quantum Multiplexer Using CSWAP and Controlled-R Gates 4 Artificial Intelligence and Machine Learning Algorithms in Quantum Computing Domain 5 Building a Virtual Reality-Based Framework for the Education of Autistic Kids 6 Detection of Phishing URLs Using Machine Learning and Deep Learning Models Implementing a URL Feature Extractor 7 Detection of Malicious Emails and URLs Using Text Mining 8 Quantum Data Traffic Analysis for Intrusion Detection System 9 Quantum Computing in Netnomy: A Networking Paradigm in e-Pharmaceutical Setting 10 Machine Learning Approach in the Indian Service Industry: A Case Study on Indian Banks 11 Accelerating Drug Discovery with Quantum Computing 12 Problems and Demanding Situations in Traditional Cryptography: An Insistence for Quantum Computing to Secure Private Information 13 Identification of Bacterial Diseases in Plants Using Re-Trained Transfer Learning in Quantum Computing Environment 14 Quantum Cryptography 15 Security Issues in Vehicular Ad Hoc Networks and Quantum Computing 16 Quantum Cryptography with an Emphasis on the Security Analysis of QKD Protocols 17 Deep Learning-Based Quantum System for Human Activity Recognition 18 Quantum Intelligent Systems and Deep Learning Index
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