Quantum Computing in Cybersecurity

Auteur

Romil Rawat, PhD, is an assistant professor at Shri Vaishnav Vidyapeeth Vishwavidyalaya, Indore. With over 12 years of teaching experience, he has published numerous papers in scholarly journals and conferences. He has also published book chapters and is a board member on two scientific journals. He has received several research grants and has hosted research events, workshops, and training programs. He also has several patents to his credit.

Rajesh Kumar Chakrawarti, PhD, is a professor and the Dean of the Department of Computer Science & Engineering, Sushila Devi Bansal College, Bansal Group of Institutions, India. He has over 20 years of industry and academic experience and has published over 100 research papers and chapters in books.

Sanjaya Kumar Sarangi, PhD, is an adjunct professor and coordinator at Utkal University, Coordinator and Adjunct Professor, Utkal University, Bhubaneswar, India. He has over 23 years of academic experience and has authored textbooks, book chapters, and papers for journals and conferences. He has been a visiting doctoral fellow at the University of California, USA, and he has more than 30 patents to his credit.

Jaideep Patel, PhD, is a professor in the Computer Science and Engineering Department at the Sagar Institute of Research and Technology, Bhopal, India. He holds five patents, and has published two books and one book chapter.

Vivek Bhardwaj, PhD, is an assistant professor at Manipal University Jaipur, Jaipur, India. He has over eight years of teaching and research experience, has filed five patents, and has published many articles in scientific journals and conferences.

Anjali Rawat is a consultant for Apostelle Overseas Education, and she has over five years of consulting, teaching, and research experience. She has chaired international conferences and hosted several research events, and she holds several patents and has published research articles.

Hitesh Rawat is a faculty member in the Management Department at the Sri Aurobindo Institute of Technology and Management, Indore, India. He has over six years of consulting, teaching, and research experience and has also chaired international conferences and hosted several research events.

Texte du rabat

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.

Contenu

Preface xix

1 Cyber Quantum Computing (Security) Using Rectified Probabilistic Packet Mark for Big Data 1
Anil V. Turukmane and Ganesh Khekare

1.1 Introduction 2

1.2 Denial-of-Service Attacks 3

1.3 Related Work 5

1.4 Proposed Methodology 8

1.5 Trace Back Mechanism for Rectified Probabilistic Packet? Marking 10

1.6 Conclusion 13

2 Secure Distinctive Data Transmission in Fog System Using Quantum Cryptography 17
Ambika N.

2.1 Introduction 18

2.2 Properties of Quantum Computing 19

2.3 Applications of Quantum Computing 22

2.4 Background 24

2.5 Literature Survey 25

2.6 Proposed Work 26

2.7 Analysis of the Study 27

2.8 Conclusion 29

3 DDoS Attack and Defense Mechanism in a Server 33
Pranav Bhatnagar, Shreya Pai and Minhaj Khan

3.1 Introduction 34

3.2 DoS Attack 37

3.3 DDoS Attack 39

3.4 DDoS Mitigation 51

3.5 Conclusion 54

4 Dark Web Content Classification Using Quantum Encoding 57
Ashwini Dalvi, Soham Bhoir, Faruk Kazi and S. G. Bhirud

4.1 Introduction 58

4.2 Related Work 61

4.3 Proposed Approach 65

4.4 Result and Discussion 70

4.5 Conclusion 76

5 Secure E-Voting Scheme Using Blockchain 81
Shrimoyee Banerjee and Umesh Bodkhe

5.1 Introduction 82

5.2 Literature Survey 87

5.3 Implementation and Methodology 89

5.4 Result Analysis & Output 100

5.5 Conclusion and Future Directions 102

6 An Overview of Quantum Computing--Based Hidden Markov Models 105
B. Abhishek, Sathian D., Amit Kumar Tyagi and Deepshikha Agarwal

6.1 Introduction 105

6.2 Elaboration of Hidden Quantum Markov Model 107

6.3 Example of HQMMs (Isolated Word Recognition in Action) 115

6.4 Matching of State Observation Density 117

6.5 Conclusion and Results 118

7 Artificial Intelligence and Qubit--Based Operating Systems: Current Progress and Future Perspectives 121
Tejashwa Agarwal and Amit Kumar Tyagi

7.1 Introduction to OS, AI and ML 122

7.2 Learning Configurations 123

7.3 Building ML Models 124

7.4 Work Done in Improving Process Scheduling 124

7.5 Artificial Intelligence in Distributed Operating? Systems 128

7.6 Current Progress 129

7.7 Quantum Artificial Intelligence 133

7.8 Conclusion 135

8 Techno-Nationalism and Techno-Globalization: A Perspective from the National Security Act 137
Hepi Suthar, Hitesh Rawat, Gayathri M. and K. Chidambarathanu

8.1 Introduction 138

8.2 Conclusion 161

9 Quantum Computing Based on Cybersecurity 165
P. William, Vivek Parganiha and D.B. Pardeshi

9.1 Introduction 166

9.2 Preliminaries 166

9.3 Threat Landscape 168

9.4 Defensive Measurements, Countermeasures, and Best Practises 170

9.5 Conclusion 171

10 Quantum Cryptography for the Future Internet and the Security Analysis 175
P. William, A.B. Pawar and M.A. Jawale

10.1 Introduction 175

10.2 Related Works 177

10.3 Preliminaries 178

10.4 Quantum Cryptography for Future Internet 180

10.5 Conclusion 185

11 Security Aspects of Quantum Cryptography 189
P. William, Siddhartha Choubey and Abha Choubey

11.1 Introduction 189

11.2 Literature Survey 190

11.3 Quant…