Başlık:
Quantum computing in cybersecurity
Yazar:
Rawat, Romil, editor.
ISBN:
9781394167401
9781394167388
Fiziksel Tanımlama:
1 online resource (xx, 507 pages) : illustrations
İçerik:
Intro -- Table of Contents -- Series Page -- Title Page -- Copyright Page -- Preface -- 1 Cyber Quantum Computing (Security) Using Rectified Probabilistic Packet Mark for Big Data -- 1.1 Introduction -- 1.2 Denial-of-Service Attacks -- 1.3 Related Work -- 1.4 Proposed Methodology -- 1.5 Trace Back Mechanism for Rectified Probabilistic Packet Marking -- 1.6 Conclusion -- References -- 2 Secure Distinctive Data Transmission in Fog System Using Quantum Cryptography -- 2.1 Introduction -- 2.2 Properties of Quantum Computing -- 2.3 Applications of Quantum Computing -- 2.4 Background -- 2.5 Literature Survey -- 2.6 Proposed Work -- 2.7 Analysis of the Study -- 2.8 Conclusion -- References -- 3 DDoS Attack and Defense Mechanism in a Server -- 3.1 Introduction -- 3.2 DoS Attack -- 3.3 DDoS Attack -- 3.4 DDoS Mitigation -- 3.5 Conclusion -- Acknowledgement -- References -- 4 Dark Web Content Classification Using Quantum Encoding -- 4.1 Introduction -- 4.2 Related Work -- 4.3 Proposed Approach -- 4.4 Result and Discussion -- 4.5 Conclusion -- References -- 5 Secure E-Voting Scheme Using Blockchain -- 5.1 Introduction -- 5.2 Literature Survey -- 5.3 Implementation and Methodology -- 5.4 Result Analysis & -- Output -- 5.5 Conclusion and Future Directions -- References -- 6 An Overview of Quantum Computingâ€"Based Hidden Markov Models -- 6.1 Introduction -- 6.2 Elaboration of Hidden Quantum Markov Model -- 6.3 Example of HQMMs (Isolated Word Recognition in Action) -- 6.4 Matching of State Observation Density -- 6.5 Conclusion and Results -- References -- 7 Artificial Intelligence and Qubit-Based Operating Systems: Current Progress and Future Perspectives -- 7.1 Introduction to OS, AI and ML -- 7.2 Learning Configurations -- 7.3 Building ML Models -- 7.4 Work Done in Improving Process Scheduling.
7.5 Artificial Intelligence in Distributed Operating Systems -- 7.6 Current Progress -- 7.7 Quantum Artificial Intelligence -- 7.8 Conclusion -- References -- 8 Techno-Nationalism and Techno-Globalization: A Perspective from the National Security Act -- 8.1 Introduction -- 8.2 Conclusion -- Acknowledgement -- References -- 9 Quantum Computing Based on Cybersecurity -- 9.1 Introduction -- 9.2 Preliminaries -- 9.3 Threat Landscape -- 9.4 Defensive Measurements, Countermeasures, and Best Practises -- 9.5 Conclusion -- References -- 10 Quantum Cryptography for the Future Internet and the Security Analysis -- 10.1 Introduction -- 10.2 Related Works -- 10.3 Preliminaries -- 10.4 Quantum Cryptography for Future Internet -- 10.5 Conclusion -- References -- 11 Security Aspects of Quantum Cryptography -- 11.1 Introduction -- 11.2 Literature Survey -- 11.3 Quantum Key Distribution -- 11.4 Cryptography -- 11.5 Quantum Cryptography with Faint Laser Pulses -- 11.6 Eavesdropping -- 11.7 Conclusion -- References -- 12 Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses -- 12.1 Introduction -- 12.2 Quantum Computing Basics -- 12.3 Security Applications -- 12.4 Quantum Machine Learning -- 12.5 Conclusion -- References -- 13 Cyber Forensics and Cybersecurity: Threat Analysis, Research Statement and Opportunities for the Future -- 13.1 Introduction -- 13.2 Background -- 13.3 Scope of this Work -- 13.4 Methodology and Analysis of Simulation Results -- 13.5 Quantum-Based Cybersecurity and Forensics -- 13.6 Conclusion and Future Works -- References -- 14 Quantum Computing: A Software Engineering Approach -- 14.1 Introduction -- 14.2 Background of Research Area -- 14.3 Why Cryptography? -- 14.4 Classical Cryptography -- 14.5 Quantum Cryptography (QCr) -- 14.6 Quantum Key Distribution -- 14.7 Cryptanalysis -- 14.8 Entanglement.
14.9 Quantum Teleportation -- 14.10 Applications of QCr in Cybersecurity -- 14.11 Quantum Key Distribution Protocols Implementation -- 14.12 Research and Work -- 14.13 Challenges Faced by QC -- 14.14 Limitations -- 14.15 Conclusion -- References -- 15 Quantum Computing to the Advantage of Neural Network -- 15.1 Introduction -- 15.2 Significance of Quantum Computers in Machine Learning -- 15.3 Related Work -- 15.4 Proposed Methodology -- 15.5 Result and Analysis -- 15.6 Conclusion -- Glossary -- References -- 16 Image Filtering Based on VQA with Quantum Security -- 16.1 Introduction -- 16.2 Related Work -- 16.3 Problem Statement -- 16.4 Working -- 16.5 Proposed Methodology Solution -- 16.6 Result Analysis -- 16.7 Conclusion -- References -- 17 Quantum Computing Techniques Assessment and Representation -- 17.1 Introduction -- 17.2 Fundamentals of QC -- 17.3 Properties of QC -- 17.4 Topography of QC -- 17.5 The Architecture of QC -- 17.6 Quantum Algorithm -- 17.7 Design Limitations of Quantum Computer -- 17.8 Different Categories of Quantum Computer -- 17.9 Advantages of QC -- 17.10 Disadvantages of QC -- 17.11 Applications of QC -- 17.12 Major Challenges in QC -- 17.13 Conclusion -- References -- 18 Quantum Computing Technological Design Along with Its Dark Side -- 18.1 Introduction -- 18.2 Related Work -- 18.3 History and Evolution of QCOM -- 18.4 Components & -- Concepts that Make QCOM Possible -- 18.5 Plans for the Future Development of Quantum Computer -- 18.6 Dark Side of QCOM -- 18.7 Plans for Protection in Quantum Era -- 18.8 Conclusion -- References -- 19 Quantum Technology for Military Applications -- 19.1 Introduction -- 19.2 Related Work -- 19.3 Overview of QTECH -- 19.4 QTECH in Defence -- 19.5 Military Applications of QTECH -- 19.6 Challenges and Consequences of Quantum Warfare -- 19.7 Conclusion -- References.
20 Potential Threats and Ethical Risks of Quantum Computing -- 20.1 Introduction -- 20.2 Research Design & -- Methodology -- 20.3 Brief In-Depth Overview of Possible Vulnerabilities -- 20.4 New Risks to be Created -- 20.5 Futuristic Picture of Quantum Ethics -- 20.6 Conclusion -- References -- 21 Is Quantum Computing a Cybersecurity Threat? -- 21.1 Introduction -- 21.2 How QCom Threatens Cybersecurity -- 21.3 How QCom could Improve Cybersecurity -- 21.4 Quantum Cryptography and Its Applications -- 21.5 Proposed Methodology -- 21.6 Background/Objective -- 21.7 Conclusion -- References -- 22 Quantum Computing in Data Security: A Critical Assessment -- 22.1 Introduction -- 22.2 Present Cryptographic Algorithms and Systems -- 22.3 Comparing Traditional Computing and Quantum Computing -- 22.4 Post-Quantum Cryptography (PQC) -- 22.5 Quantum Cryptography and Its Applications -- 22.6 Corporate Competitions Towards Quantum Computing -- 22.7 Threats Posed to Critical Infrastructure and Mechanisms -- 22.8 Conclusion -- References -- 23 Quantum Computing and Security Aspects of Attention-Based Visual Question Answering with Long Short-Term Memory -- 23.1 Introduction -- 23.2 Literature Review -- 23.3 Problem Statement -- 23.4 Problem Elaboration -- 23.5 Proposed Methodology -- 23.6 Methods -- 23.7 Solution Approach -- 23.8 Expected Results -- 23.9 Conclusion -- 23.10 Abbreviations -- References -- 24 Quantum Cryptography â€" A Security Architecture -- 24.1 Introduction -- 24.2 Related Work -- 24.3 Properties of Quantum Information -- 24.4 Methodology -- 24.5 Supported Explanation -- 24.6 Conclusion -- References -- 25 Quantum Computing Anomalies in Communication -- 25.1 Introduction -- 25.2 Significance of Quantum Computing -- 25.3 The Dark Side of Quantum Computing -- 25.4 Previous Works -- 25.5 Conclusion -- References.
26 Intrusion Detection System via Classical SVM and Quantum SVM: A Comparative Overview -- 26.1 Introduction -- 26.2 Related Work -- 26.3 Models for IDS -- 26.4 Conclusion -- References -- 27 Quantum Computing in Military Applications and Operations -- 27.1 Introduction -- 27.2 Literary Survey -- 27.3 Definition -- 27.4 Quantum Military Applications -- 27.5 Applications of QCRYP -- 27.6 Limitations -- 27.7 Conclusion -- References -- 28 Quantum Cryptography Techniques: Evaluation -- 28.1 Introduction -- 28.2 Quantum Technology (QTech) in Defence -- 28.3 The QKD Model -- 28.4 Related Work -- 28.5 Preliminaries -- 28.6 QKD Protocols Implementation -- 28.7 Risk Analysis -- 28.8 Applications of Quantum Cryptography -- 28.9 Challenges of Quantum Cryptography -- 28.10 Conclusion and Future Work -- References -- 29 Cyber Crime Attack Vulnerability Review for Quantum Computing -- 29.1 Introduction -- 29.2 Significance of Cyber Crime Attack for QC -- 29.3 Related Work -- 29.4 Proposed Methodology -- 29.5 Conclusion -- References -- About the Editors -- Index -- Also of Interest -- End User License Agreement.
Özet:
Machine learning, deep learning, probabilistic neural networks, blockchain, and other new technologies all demand extremely high processing speeds. A quantum computer is an example of such a system. Quantum computers may be accessed over the internet. This technology poses a significant risk, since quantum terrorists, or cyber criminals, coul be able to cause many problems, including bringing down the internet. The principles of quantum mechanics might be used by evil doers to destroy quantum information on a global scale, and an entire class of suspicious codes could destroy data or eavesdrop on communication. Quantum physics, however, safeguards against data eavesdropping. A significant amount of money is being invested in developing and testing a quantum version of the internet that will eliminate eavesdropping and make communication nearly impenetrable to cyber-attacks. The simultaneous activation of quantum terrorists (organized crime) can lead to significant danger by attackers introducing quantum information into the network, breaking the global quantum state, and preventing the system from returning to its starting state. Without signs of identifying information and real-time communication data, such vulnerabilities are very hard to discover. Terrorists' synchronized and coordinated acts have an impact on security by sparking a cyber assault in a fraction of a second. The encryption is used by cyber-criminal groups with the genuine, nefarious, and terrible motives of killing innocent people or stealing money. In the hands of criminals and codes, cryptography is a dangerous and formidable weapon. Small amounts of digital information are hidden in a code string that translates into an image on the screen, making it impossible for the human eye to identify a coded picture from its uncoded equivalents. To steal the cryptographic key necessary to read people's credit card data or banking information, cyber thieves employ installed encryption techniques, human mistakes, keyboard loggers, and computer malware. This new volume delves into the latest cutting-edge trends and the most up-to-date processes and applications for quantum computing to bolster cybersecurity. Whether for the veteran computer engineer working in the field, other computer scientists and professionals, or for the student, this is a one-stop-shop for quantum computing in cyber security and a must have for any library.
Notlar:
John Wiley and Sons
Tür:
Yazar Ek Girişi:
Elektronik Erişim:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781394167401Kopya:
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Arıyor... | E-Kitap | 598685-1001 | QA76.9 .A25 Q83 2023 | Arıyor... | Arıyor... |