Cryptanalysis Using Nature Inspired Optimization Algorithms

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Cryptanalysis Using Nature-inspired Optimization Algorithms

Author : Karel P. Bergmann
Publisher :
ISBN 13 :
Total Pages : 153 pages
Book Rating : 4.:/5 (714 download)

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Book Synopsis Cryptanalysis Using Nature-inspired Optimization Algorithms by : Karel P. Bergmann

Download or read book Cryptanalysis Using Nature-inspired Optimization Algorithms written by Karel P. Bergmann and published by . This book was released on 2007 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research presented in this document applies genetic algorithms and particle swarm optimization to the cryptanalysis of a number of cryptosystems. The two nature-inspired optimization algorithms are used in known-text attacks against cryptosystems ranging from simple classical ciphers to modern cryptographic standards. This research outlines the successful application of genetic algorithms to a variety of classical cryptosystems and provides theories as to why these techniques are not effective against modern cryptosystems. A number of mutation operators are implemented and their cryptanalytic effectiveness compared. The security of classical ciphers against genetic algorithms is communicated in terms of key length. Metrics used to gauge effectiveness include the number of decryptions necessary, making it possible to compare genetic algorithms to exhaustive search.

Nature Inspired Optimization Techniques for Image Processing Applications

Author : Jude Hemanth
Publisher : Springer
ISBN 13 : 3319960024
Total Pages : 305 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Nature Inspired Optimization Techniques for Image Processing Applications by : Jude Hemanth

Download or read book Nature Inspired Optimization Techniques for Image Processing Applications written by Jude Hemanth and published by Springer. This book was released on 2018-09-19 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a platform for exploring nature-inspired optimization techniques in the context of imaging applications. Optimization has become part and parcel of all computational vision applications, and since the amount of data used in these applications is vast, the need for optimization techniques has increased exponentially. These accuracy and complexity are a major area of concern when it comes to practical applications. However, these optimization techniques have not yet been fully explored in the context of imaging applications. By presenting interdisciplinary concepts, ranging from optimization to image processing, the book appeals to a broad readership, while also encouraging budding engineers to pursue and employ innovative nature-inspired techniques for image processing applications.

Harmony Search and Nature Inspired Optimization Algorithms

Author : Neha Yadav
Publisher : Springer
ISBN 13 : 981130761X
Total Pages : 1209 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Harmony Search and Nature Inspired Optimization Algorithms by : Neha Yadav

Download or read book Harmony Search and Nature Inspired Optimization Algorithms written by Neha Yadav and published by Springer. This book was released on 2018-08-23 with total page 1209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Fourth International Conference on Harmony Search, Soft Computing and Applications held at BML Munjal University, Gurgaon, India on February 7–9, 2018. It consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

Nature-inspired Optimization Algorithms

Author : Xin-She Yang
Publisher :
ISBN 13 :
Total Pages : 276 pages
Book Rating : 4.:/5 (19 download)

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Book Synopsis Nature-inspired Optimization Algorithms by : Xin-She Yang

Download or read book Nature-inspired Optimization Algorithms written by Xin-She Yang and published by . This book was released on 2014 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nature-Inspired Optimization Algorithms

Author : Aditya Khamparia
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311067615X
Total Pages : 201 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Nature-Inspired Optimization Algorithms by : Aditya Khamparia

Download or read book Nature-Inspired Optimization Algorithms written by Aditya Khamparia and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-02-08 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will focus on the involvement of data mining and intelligent computing methods for recent advances in Biomedical applications and algorithms of nature-inspired computing for Biomedical systems. The proposed meta heuristic or nature-inspired techniques should be an enhanced, hybrid, adaptive or improved version of basic algorithms in terms of performance and convergence metrics. In this exciting and emerging interdisciplinary area a wide range of theory and methodologies are being investigated and developed to tackle complex and challenging problems. Today, analysis and processing of data is one of big focuses among researchers community and information society. Due to evolution and knowledge discovery of natural computing, related meta heuristic or bio-inspired algorithms have gained increasing popularity in the recent decade because of their significant potential to tackle computationally intractable optimization dilemma in medical, engineering, military, space and industry fields. The main reason behind the success rate of nature inspired algorithms is their capability to solve problems. The nature inspired optimization techniques provide adaptive computational tools for the complex optimization problems and diversified engineering applications. Tentative Table of Contents/Topic Coverage: - Neural Computation - Evolutionary Computing Methods - Neuroscience driven AI Inspired Algorithms - Biological System based algorithms - Hybrid and Intelligent Computing Algorithms - Application of Natural Computing - Review and State of art analysis of Optimization algorithms - Molecular and Quantum computing applications - Swarm Intelligence - Population based algorithm and other optimizations

Nature-Inspired Optimization Algorithms

Author : Xin-She Yang
Publisher : Elsevier
ISBN 13 : 0124167454
Total Pages : 277 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Nature-Inspired Optimization Algorithms by : Xin-She Yang

Download or read book Nature-Inspired Optimization Algorithms written by Xin-She Yang and published by Elsevier. This book was released on 2014-02-17 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, cuckoo search, firefly algorithm, bat algorithm, flower algorithm, harmony search, algorithm analysis, constraint handling, hybrid methods, parameter tuning and control, as well as multi-objective optimization. This book can serve as an introductory book for graduates, doctoral students and lecturers in computer science, engineering and natural sciences. It can also serve a source of inspiration for new applications. Researchers and engineers as well as experienced experts will also find it a handy reference. - Discusses and summarizes the latest developments in nature-inspired algorithms with comprehensive, timely literature - Provides a theoretical understanding as well as practical implementation hints - Provides a step-by-step introduction to each algorithm

A Nature-Inspired Approach to Cryptology

Author : Shishir Kumar Shandilya
Publisher : Springer Nature
ISBN 13 : 9819970814
Total Pages : 325 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis A Nature-Inspired Approach to Cryptology by : Shishir Kumar Shandilya

Download or read book A Nature-Inspired Approach to Cryptology written by Shishir Kumar Shandilya and published by Springer Nature. This book was released on 2024-01-15 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces nature-inspired algorithms and their applications to modern cryptography. It helps the readers to get into the field of nature-based approaches to solve complex cryptographic issues. This book provides a comprehensive view of nature-inspired research which could be applied in cryptography to strengthen security. It will also explore the novel research directives such as Clever algorithms and immune-based cyber resilience. New experimented nature-inspired approaches are having enough potential to make a huge impact in the field of cryptanalysis. This book gives a lucid introduction to this exciting new field and will promote further research in this domain. The book discusses the current landscape of cryptography and nature-inspired research and will be helpful to prospective students and professionals to explore further.

Nature-Inspired Algorithms and Applied Optimization

Author : Xin-She Yang
Publisher : Springer
ISBN 13 : 3319676695
Total Pages : 332 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Nature-Inspired Algorithms and Applied Optimization by : Xin-She Yang

Download or read book Nature-Inspired Algorithms and Applied Optimization written by Xin-She Yang and published by Springer. This book was released on 2017-10-08 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring theoretical analyses, such as convergence analysis and no-free-lunch theorems so as to provide insights into the current nature-inspired optimization algorithms. Topics include ant colony optimization, the bat algorithm, B-spline curve fitting, cuckoo search, feature selection, economic load dispatch, the firefly algorithm, the flower pollination algorithm, knapsack problem, octonian and quaternion representations, particle swarm optimization, scheduling, wireless networks, vehicle routing with time windows, and maximally different alternatives. This timely book serves as a practical guide and reference resource for students, researchers and professionals.

Proceedings of International Conference on Frontiers in Computing and Systems

Author : Ram Sarkar
Publisher : Springer Nature
ISBN 13 : 9819926807
Total Pages : 558 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of International Conference on Frontiers in Computing and Systems by : Ram Sarkar

Download or read book Proceedings of International Conference on Frontiers in Computing and Systems written by Ram Sarkar and published by Springer Nature. This book was released on 2023-07-31 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers high-quality research papers presented at the 3rd International Conference on Frontiers in Computing and Systems (COMSYS 2022) held at Indian Institute of Technology Ropar, Punjab, India, during December 19–21, 2022. The book covers research in “cyber-physical systems for real-life applications” pertaining to AI, machine learning, and data science; devices, circuits, and systems; computational biology, biomedical informatics and network medicine; communication networks, cloud computing and IoT; image, video and signal processing; and security and privacy.

Improving Information Security Practices through Computational Intelligence

Author : Awad, Wasan Shaker
Publisher : IGI Global
ISBN 13 : 1466694270
Total Pages : 348 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Improving Information Security Practices through Computational Intelligence by : Awad, Wasan Shaker

Download or read book Improving Information Security Practices through Computational Intelligence written by Awad, Wasan Shaker and published by IGI Global. This book was released on 2015-08-26 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recent explosion in complex global networking architectures has spurred a concomitant rise in the need for robust information security. Further, as computing power increases exponentially with every passing year, so do the number of proposed cryptographic schemata for improving and ensuring the encryption integrity of cutting-edge infosec protocols. Improving Information Security Practices through Computational Intelligence presents an overview of the latest and greatest research in the field, touching on such topics as cryptology, stream ciphers, and intrusion detection, and providing new insights to an audience of students, teachers, and entry-level researchers working in computational intelligence, information security, and security engineering.

Information Systems Design and Intelligent Applications

Author : Suresh Chandra Satapathy
Publisher : Springer
ISBN 13 : 9811333386
Total Pages : 472 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Information Systems Design and Intelligent Applications by : Suresh Chandra Satapathy

Download or read book Information Systems Design and Intelligent Applications written by Suresh Chandra Satapathy and published by Springer. This book was released on 2019-01-04 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Information System Design and Intelligent Applications (INDIA 2018), which was held at the Universite des Mascareignes, Mauritius from July 19 to 21, 2018. It covers a wide range of topics in computer science and information technology, from image processing, database applications and data mining, to grid and cloud computing, bioinformatics and many more. The intelligent tools discussed, e.g. swarm intelligence, artificial intelligence, evolutionary algorithms, and bio-inspired algorithms, are currently being applied to solve challenging problems in various domains.

Nature-inspired Metaheuristic Algorithms

Author : Xin-She Yang
Publisher : Luniver Press
ISBN 13 : 1905986289
Total Pages : 148 pages
Book Rating : 4.9/5 (59 download)

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Book Synopsis Nature-inspired Metaheuristic Algorithms by : Xin-She Yang

Download or read book Nature-inspired Metaheuristic Algorithms written by Xin-She Yang and published by Luniver Press. This book was released on 2010 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern metaheuristic algorithms such as bee algorithms and harmony search start to demonstrate their power in dealing with tough optimization problems and even NP-hard problems. This book reviews and introduces the state-of-the-art nature-inspired metaheuristic algorithms in optimization, including genetic algorithms, bee algorithms, particle swarm optimization, simulated annealing, ant colony optimization, harmony search, and firefly algorithms. We also briefly introduce the photosynthetic algorithm, the enzyme algorithm, and Tabu search. Worked examples with implementation have been used to show how each algorithm works. This book is thus an ideal textbook for an undergraduate and/or graduate course. As some of the algorithms such as the harmony search and firefly algorithms are at the forefront of current research, this book can also serve as a reference book for researchers.

A Methodology for the Cryptanalysis of Classical Ciphers with Search Metaheuristics

Author : George Lasry
Publisher : kassel university press GmbH
ISBN 13 : 3737604584
Total Pages : 249 pages
Book Rating : 4.7/5 (376 download)

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Book Synopsis A Methodology for the Cryptanalysis of Classical Ciphers with Search Metaheuristics by : George Lasry

Download or read book A Methodology for the Cryptanalysis of Classical Ciphers with Search Metaheuristics written by George Lasry and published by kassel university press GmbH. This book was released on 2018 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cryptography, the art and science of creating secret codes, and cryptanalysis, the art and science of breaking secret codes, underwent a similar and parallel course during history. Both fields evolved from manual encryption methods and manual codebreaking techniques, to cipher machines and codebreaking machines in the first half of the 20th century, and finally to computerbased encryption and cryptanalysis from the second half of the 20th century. However, despite the advent of modern computing technology, some of the more challenging classical cipher systems and machines have not yet been successfully cryptanalyzed. For others, cryptanalytic methods exist, but only for special and advantageous cases, such as when large amounts of ciphertext are available. Starting from the 1990s, local search metaheuristics such as hill climbing, genetic algorithms, and simulated annealing have been employed, and in some cases, successfully, for the cryptanalysis of several classical ciphers. In most cases, however, results were mixed, and the application of such methods rather limited in their scope and performance. In this work, a robust framework and methodology for the cryptanalysis of classical ciphers using local search metaheuristics, mainly hill climbing and simulated annealing, is described. In an extensive set of case studies conducted as part of this research, this new methodology has been validated and demonstrated as highly effective for the cryptanalysis of several challenging cipher systems and machines, which could not be effectively cryptanalyzed before, and with drastic improvements compared to previously published methods. This work also led to the decipherment of original encrypted messages from WWI, and to the solution, for the first time, of several public cryptographic challenges.

Handbook of Research on Natural Computing for Optimization Problems

Author : Mandal, Jyotsna Kumar
Publisher : IGI Global
ISBN 13 : 1522500596
Total Pages : 1199 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Natural Computing for Optimization Problems by : Mandal, Jyotsna Kumar

Download or read book Handbook of Research on Natural Computing for Optimization Problems written by Mandal, Jyotsna Kumar and published by IGI Global. This book was released on 2016-05-25 with total page 1199 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nature-inspired computation is an interdisciplinary topic area that connects the natural sciences to computer science. Since natural computing is utilized in a variety of disciplines, it is imperative to research its capabilities in solving optimization issues. The Handbook of Research on Natural Computing for Optimization Problems discusses nascent optimization procedures in nature-inspired computation and the innovative tools and techniques being utilized in the field. Highlighting empirical research and best practices concerning various optimization issues, this publication is a comprehensive reference for researchers, academicians, students, scientists, and technology developers interested in a multidisciplinary perspective on natural computational systems.

Nature-Inspired Cyber Security and Resiliency

Author : El-Sayed M. El-Alfy
Publisher : Institution of Engineering and Technology
ISBN 13 : 1785616382
Total Pages : 480 pages
Book Rating : 4.7/5 (856 download)

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Book Synopsis Nature-Inspired Cyber Security and Resiliency by : El-Sayed M. El-Alfy

Download or read book Nature-Inspired Cyber Security and Resiliency written by El-Sayed M. El-Alfy and published by Institution of Engineering and Technology. This book was released on 2019-06-26 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid evolution of cyberspace, computing, communications and sensing technologies, organizations and individuals rely more and more on new applications such as fog and cloud computing, smart cities, Internet of Things (IoT), collaborative computing, and virtual and mixed reality environments. Maintaining their security, trustworthiness and resilience to cyber-attacks has become crucial which requires innovative and creative cyber security and resiliency solutions. Computing algorithms have been developed to mimic the operation of natural processes, phenomena and organisms such as artificial neural networks, swarm intelligence, deep learning systems, biomimicry, and more. The amazing characteristics of these systems offer a plethora of novel methodologies and opportunities to cope with emerging cyber challenges. This edited book presents a timely review of the fundamentals, latest developments and diverse applications of nature-inspired algorithms in cyber security and resiliency. Topics include bio-inspired collaboration and cybersecurity; immune-based defense and resiliency; bio-inspired security and resiliency of network traffic and more. A compelling read for researchers, engineers, software developers and students in Information and Cyber Security, Computing, Networking, Communications, Computational Intelligence, Neural Networking, Pattern Recognition and Data Mining and Analytics.

Applied Cryptography and Network Security Workshops

Author : Jianying Zhou
Publisher : Springer Nature
ISBN 13 : 3031168151
Total Pages : 630 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Applied Cryptography and Network Security Workshops by : Jianying Zhou

Download or read book Applied Cryptography and Network Security Workshops written by Jianying Zhou and published by Springer Nature. This book was released on 2022-09-23 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the satellite workshops held around the 20th International Conference on Applied Cryptography and Network Security, ACNS 2022, held in Rome, Italy, in June 2022. Due to the Corona pandemic the workshop was held as a virtual event. The 31 papers presented in this volume were carefully reviewed and selected from 52 submissions. They stem from the following workshops: – AIBlock: 4th ACNS Workshop on Application Intelligence and Blockchain Security – AIHWS: 3rd ACNS Workshop on Artificial Intelligence in Hardware Security – AIoTS: 4th ACNS Workshop on Artificial Intelligence and Industrial IoT Security – CIMSS: 2nd ACNS Workshop on Critical Infrastructure and Manufacturing System Security – Cloud S&P: 4th ACNS Workshop on Cloud Security and Privacy – SCI: 3rd ACNS Workshop on Secure Cryptographic Implementation – SecMT: 3rd ACNS Workshop on Security in Mobile Technologies – SiMLA: 4th ACNS Workshop on Security in Machine Learning and its Applications

New Technologies, Development and Application III

Author : Isak Karabegović
Publisher : Springer Nature
ISBN 13 : 3030468178
Total Pages : 1021 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis New Technologies, Development and Application III by : Isak Karabegović

Download or read book New Technologies, Development and Application III written by Isak Karabegović and published by Springer Nature. This book was released on 2020-05-04 with total page 1021 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings book features papers presented at the International Conference on New Technologies, Development and Application, held at the Academy of Sciences and Arts of Bosnia and Herzegovina in Sarajevo on 25th–27th June 2020. It covers a wide range of future technologies and technical disciplines, including complex systems such as Industry 4.0; patents in Industry 4.0; robotics; mechatronics systems; automation; manufacturing; cyber-physical and autonomous systems; sensors; networks; control; energy and renewable energy sources; automotive and biological systems; vehicular networking and connected vehicles; effectiveness and logistics systems; smart grids; nonlinear systems; power; social and economic systems; education; and IoT. The book focuses on the Fourth Industrial Revolution “Industry 4.0,” in which implementation will improve many aspects of human life in all segments and lead to changes in business paradigms and production models. Further, new business methods are emerging, transforming production systems, transport, delivery, and consumption, which need to be monitored and implemented by every company involved in the global market.