Computational Intelligence In Digital Forensics Forensic Investigation And Applications

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Computational Intelligence in Digital Forensics: Forensic Investigation and Applications

Author : Azah Kamilah Muda
Publisher : Springer
ISBN 13 : 3319058851
Total Pages : 458 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Computational Intelligence in Digital Forensics: Forensic Investigation and Applications by : Azah Kamilah Muda

Download or read book Computational Intelligence in Digital Forensics: Forensic Investigation and Applications written by Azah Kamilah Muda and published by Springer. This book was released on 2014-04-01 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence techniques have been widely explored in various domains including forensics. Analysis in forensic encompasses the study of pattern analysis that answer the question of interest in security, medical, legal, genetic studies and etc. However, forensic analysis is usually performed through experiments in lab which is expensive both in cost and time. Therefore, this book seeks to explore the progress and advancement of computational intelligence technique in different focus areas of forensic studies. This aims to build stronger connection between computer scientists and forensic field experts. This book, Computational Intelligence in Digital Forensics: Forensic Investigation and Applications, is the first volume in the Intelligent Systems Reference Library series. The book presents original research results and innovative applications of computational intelligence in digital forensics. This edited volume contains seventeen chapters and presents the latest state-of-the-art advancement of Computational Intelligence in Digital Forensics; in both theoretical and application papers related to novel discovery in intelligent forensics. The chapters are further organized into three sections: (1) Introduction, (2) Forensic Discovery and Investigation, which discusses the computational intelligence technologies employed in Digital Forensic, and (3) Intelligent Forensic Science Applications, which encompasses the applications of computational intelligence in Digital Forensic, such as human anthropology, human biometrics, human by products, drugs, and electronic devices.

Computational Intelligence in Digital Forensics

Author : Azah Kamilah Muda
Publisher :
ISBN 13 : 9783319058863
Total Pages : 468 pages
Book Rating : 4.0/5 (588 download)

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Book Synopsis Computational Intelligence in Digital Forensics by : Azah Kamilah Muda

Download or read book Computational Intelligence in Digital Forensics written by Azah Kamilah Muda and published by . This book was released on 2014-04-30 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data Analytics and Computing for Digital Forensic Investigations

Author : Suneeta Satpathy
Publisher : CRC Press
ISBN 13 : 1000045056
Total Pages : 210 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Big Data Analytics and Computing for Digital Forensic Investigations by : Suneeta Satpathy

Download or read book Big Data Analytics and Computing for Digital Forensic Investigations written by Suneeta Satpathy and published by CRC Press. This book was released on 2020-03-17 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital forensics has recently gained a notable development and become the most demanding area in today’s information security requirement. This book investigates the areas of digital forensics, digital investigation and data analysis procedures as they apply to computer fraud and cybercrime, with the main objective of describing a variety of digital crimes and retrieving potential digital evidence. Big Data Analytics and Computing for Digital Forensic Investigations gives a contemporary view on the problems of information security. It presents the idea that protective mechanisms and software must be integrated along with forensic capabilities into existing forensic software using big data computing tools and techniques. Features Describes trends of digital forensics served for big data and the challenges of evidence acquisition Enables digital forensic investigators and law enforcement agencies to enhance their digital investigation capabilities with the application of data science analytics, algorithms and fusion technique This book is focused on helping professionals as well as researchers to get ready with next-generation security systems to mount the rising challenges of computer fraud and cybercrimes as well as with digital forensic investigations. Dr Suneeta Satpathy has more than ten years of teaching experience in different subjects of the Computer Science and Engineering discipline. She is currently working as an associate professor in the Department of Computer Science and Engineering, College of Bhubaneswar, affiliated with Biju Patnaik University and Technology, Odisha. Her research interests include computer forensics, cybersecurity, data fusion, data mining, big data analysis and decision mining. Dr Sachi Nandan Mohanty is an associate professor in the Department of Computer Science and Engineering at ICFAI Tech, ICFAI Foundation for Higher Education, Hyderabad, India. His research interests include data mining, big data analysis, cognitive science, fuzzy decision-making, brain–computer interface, cognition and computational intelligence.

Digital Image Forensics

Author : Aniket Roy
Publisher : Springer
ISBN 13 : 9811076448
Total Pages : 102 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Digital Image Forensics by : Aniket Roy

Download or read book Digital Image Forensics written by Aniket Roy and published by Springer. This book was released on 2019-05-13 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses blind investigation and recovery of digital evidence left behind on digital devices, primarily for the purpose of tracing cybercrime sources and criminals. It presents an overview of the challenges of digital image forensics, with a specific focus on two of the most common forensic problems. The first part of the book addresses image source investigation, which involves mapping an image back to its camera source to facilitate investigating and tracing the source of a crime. The second part of the book focuses on image-forgery detection, primarily focusing on “copy-move forgery” in digital images, and presenting effective solutions to copy-move forgery detection with an emphasis on additional related challenges such as blur-invariance, similar genuine object identification, etc. The book concludes with future research directions, including counter forensics. With the necessary mathematical information in every chapter, the book serves as a useful reference resource for researchers and professionals alike. In addition, it can also be used as a supplementary text for upper-undergraduate and graduate-level courses on “Digital Image Processing”, “Information Security”, “Machine Learning”, “Computer Vision” and “Multimedia Security and Forensics”.

Cyber Security and Digital Forensics

Author : Sabyasachi Pramanik
Publisher : John Wiley & Sons
ISBN 13 : 1119795648
Total Pages : 300 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Cyber Security and Digital Forensics by : Sabyasachi Pramanik

Download or read book Cyber Security and Digital Forensics written by Sabyasachi Pramanik and published by John Wiley & Sons. This book was released on 2022-01-12 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: CYBER SECURITY AND DIGITAL FORENSICS Cyber security is an incredibly important issue that is constantly changing, with new methods, processes, and technologies coming online all the time. Books like this are invaluable to professionals working in this area, to stay abreast of all of these changes. Current cyber threats are getting more complicated and advanced with the rapid evolution of adversarial techniques. Networked computing and portable electronic devices have broadened the role of digital forensics beyond traditional investigations into computer crime. The overall increase in the use of computers as a way of storing and retrieving high-security information requires appropriate security measures to protect the entire computing and communication scenario worldwide. Further, with the introduction of the internet and its underlying technology, facets of information security are becoming a primary concern to protect networks and cyber infrastructures from various threats. This groundbreaking new volume, written and edited by a wide range of professionals in this area, covers broad technical and socio-economic perspectives for the utilization of information and communication technologies and the development of practical solutions in cyber security and digital forensics. Not just for the professional working in the field, but also for the student or academic on the university level, this is a must-have for any library. Audience: Practitioners, consultants, engineers, academics, and other professionals working in the areas of cyber analysis, cyber security, homeland security, national defense, the protection of national critical infrastructures, cyber-crime, cyber vulnerabilities, cyber-attacks related to network systems, cyber threat reduction planning, and those who provide leadership in cyber security management both in public and private sectors

Emerging Digital Forensics Applications for Crime Detection, Prevention, and Security

Author : Chang-Tsun Li
Publisher : IGI Global
ISBN 13 : 1466640073
Total Pages : 306 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Emerging Digital Forensics Applications for Crime Detection, Prevention, and Security by : Chang-Tsun Li

Download or read book Emerging Digital Forensics Applications for Crime Detection, Prevention, and Security written by Chang-Tsun Li and published by IGI Global. This book was released on 2013-01-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: The revolutionary way in which modern technologies have enabled us to exchange information with ease has led to the emergence of interdisciplinary research in digital forensics and investigations, which aims to combat the abuses of computer technologies. Emerging Digital Forensics Applications for Crime Detection, Prevention, and Security presents various digital crime and forensic disciplines that use electronic devices and software for crime prevention and detection. This book provides theoretical and empirical research articles and case studies for a broad range of academic readers as well as professionals, industry consultants, and practitioners involved in the use, design, and development of techniques related to digital forensics and investigation.

Information Science and Applications

Author : Kuinam J. Kim
Publisher : Springer
ISBN 13 : 3662465787
Total Pages : 1087 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Information Science and Applications by : Kuinam J. Kim

Download or read book Information Science and Applications written by Kuinam J. Kim and published by Springer. This book was released on 2015-02-17 with total page 1087 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings volume provides a snapshot of the latest issues encountered in technical convergence and convergences of security technology. It explores how information science is core to most current research, industrial and commercial activities and consists of contributions covering topics including Ubiquitous Computing, Networks and Information Systems, Multimedia and Visualization, Middleware and Operating Systems, Security and Privacy, Data Mining and Artificial Intelligence, Software Engineering, and Web Technology. The proceedings introduce the most recent information technology and ideas, applications and problems related to technology convergence, illustrated through case studies, and reviews converging existing security techniques. Through this volume, readers will gain an understanding of the current state-of-the-art in information strategies and technologies of convergence security. The intended readership are researchers in academia, industry, and other research institutes focusing on information science and technology.

Confluence of AI, Machine, and Deep Learning in Cyber Forensics

Author : Misra, Sanjay
Publisher : IGI Global
ISBN 13 : 1799849015
Total Pages : 248 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Confluence of AI, Machine, and Deep Learning in Cyber Forensics by : Misra, Sanjay

Download or read book Confluence of AI, Machine, and Deep Learning in Cyber Forensics written by Misra, Sanjay and published by IGI Global. This book was released on 2020-12-18 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing a knowledge model helps to formalize the difficult task of analyzing crime incidents in addition to preserving and presenting the digital evidence for legal processing. The use of data analytics techniques to collect evidence assists forensic investigators in following the standard set of forensic procedures, techniques, and methods used for evidence collection and extraction. Varieties of data sources and information can be uniquely identified, physically isolated from the crime scene, protected, stored, and transmitted for investigation using AI techniques. With such large volumes of forensic data being processed, different deep learning techniques may be employed. Confluence of AI, Machine, and Deep Learning in Cyber Forensics contains cutting-edge research on the latest AI techniques being used to design and build solutions that address prevailing issues in cyber forensics and that will support efficient and effective investigations. This book seeks to understand the value of the deep learning algorithm to handle evidence data as well as the usage of neural networks to analyze investigation data. Other themes that are explored include machine learning algorithms that allow machines to interact with the evidence, deep learning algorithms that can handle evidence acquisition and preservation, and techniques in both fields that allow for the analysis of huge amounts of data collected during a forensic investigation. This book is ideally intended for forensics experts, forensic investigators, cyber forensic practitioners, researchers, academicians, and students interested in cyber forensics, computer science and engineering, information technology, and electronics and communication.

Advances in Digital Forensics XVI

Author : Gilbert Peterson
Publisher : Springer
ISBN 13 : 9783030562250
Total Pages : 308 pages
Book Rating : 4.5/5 (622 download)

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Book Synopsis Advances in Digital Forensics XVI by : Gilbert Peterson

Download or read book Advances in Digital Forensics XVI written by Gilbert Peterson and published by Springer. This book was released on 2021-09-07 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital forensics deals with the acquisition, preservation, examination, analysis and presentation of electronic evidence. Computer networks, cloud computing, smartphones, embedded devices and the Internet of Things have expanded the role of digital forensics beyond traditional computer crime investigations. Practically every crime now involves some aspect of digital evidence; digital forensics provides the techniques and tools to articulate this evidence in legal proceedings. Digital forensics also has myriad intelligence applications; furthermore, it has a vital role in cyber security -- investigations of security breaches yield valuable information that can be used to design more secure and resilient systems. Advances in Digital Forensics XVI describes original research results and innovative applications in the discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations. The areas of coverage include: themes and issues, forensic techniques, filesystem forensics, cloud forensics, social media forensics, multimedia forensics, and novel applications. This book is the sixteenth volume in the annual series produced by the International Federation for Information Processing (IFIP) Working Group 11.9 on Digital Forensics, an international community of scientists, engineers and practitioners dedicated to advancing the state of the art of research and practice in digital forensics. The book contains a selection of sixteen edited papers from the Sixteenth Annual IFIP WG 11.9 International Conference on Digital Forensics, held in New Delhi, India, in the winter of 2020. Advances in Digital Forensics XVI is an important resource for researchers, faculty members and graduate students, as well as for practitioners and individuals engaged in research and development efforts for the law enforcement and intelligence communities.

Advances in Digital Forensics II

Author : Martin S. Olivier
Publisher : Springer
ISBN 13 : 0387368914
Total Pages : 364 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Advances in Digital Forensics II by : Martin S. Olivier

Download or read book Advances in Digital Forensics II written by Martin S. Olivier and published by Springer. This book was released on 2010-04-02 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital forensics deals with the acquisition, preservation, examination, analysis and presentation of electronic evidence. Practically every crime now involves some digital evidence; digital forensics provides the techniques and tools to articulate this evidence. This book describes original research results and innovative applications in the emerging discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations.

Computational Intelligence in the Internet of Things

Author : Purnomo, Hindriyanto Dwi
Publisher : IGI Global
ISBN 13 : 1522579567
Total Pages : 363 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Computational Intelligence in the Internet of Things by : Purnomo, Hindriyanto Dwi

Download or read book Computational Intelligence in the Internet of Things written by Purnomo, Hindriyanto Dwi and published by IGI Global. This book was released on 2019-03-15 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the need for smart equipment has increased exponentially with the upsurge in technological advances. To work to their fullest capacity, these devices need to be able to communicate with other devices in their network to exchange information and receive instructions. Computational Intelligence in the Internet of Things is an essential reference source that provides relevant theoretical frameworks and the latest empirical research findings in the area of computational intelligence and the Internet of Things. Featuring research on topics such as data analytics, machine learning, and neural networks, this book is ideally designed for IT specialists, managers, professionals, researchers, and academicians.

Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021)

Author : Ajith Abraham
Publisher : Springer Nature
ISBN 13 : 3030963020
Total Pages : 705 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021) by : Ajith Abraham

Download or read book Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021) written by Ajith Abraham and published by Springer Nature. This book was released on 2022-02-21 with total page 705 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the recent research on soft computing, pattern recognition, nature-inspired computing and their various practical applications. It presents 53 selected papers from the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021) and 11 papers from the 13th World Congress on Nature and Biologically Inspired Computing (NaBIC 2021), which was held online, from December 15 to 17, 2021. A premier conference in the field of soft computing, artificial intelligence and machine learning applications, SoCPaR-NaBIC 2021 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from over 20 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of computer science and engineering.

Advances in Digital Forensics III

Author : Philip Craiger
Publisher : Springer
ISBN 13 : 0387737421
Total Pages : 355 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Advances in Digital Forensics III by : Philip Craiger

Download or read book Advances in Digital Forensics III written by Philip Craiger and published by Springer. This book was released on 2007-11-14 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practically every crime now involves some aspect of digital evidence. This is the most recent volume in the Advances in Digital Forensics series. It describes original research results and innovative applications in the emerging discipline of digital forensics. In addition, it highlights some of the major technical and legal issues related to digital evidence and electronic crime investigations.

Digital Evidence and Computer Crime

Author : Eoghan Casey
Publisher : Academic Press
ISBN 13 : 0123742684
Total Pages : 838 pages
Book Rating : 4.1/5 (237 download)

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Book Synopsis Digital Evidence and Computer Crime by : Eoghan Casey

Download or read book Digital Evidence and Computer Crime written by Eoghan Casey and published by Academic Press. This book was released on 2011-04-20 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though an increasing number of criminals are using computers and computer networks, few investigators are well versed in the issues related to digital evidence. This work explains how computer networks function and how they can be used in a crime.

Computational Intelligence in Communications and Business Analytics

Author : Paramartha Dutta
Publisher : Springer Nature
ISBN 13 : 3030755290
Total Pages : 273 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Computational Intelligence in Communications and Business Analytics by : Paramartha Dutta

Download or read book Computational Intelligence in Communications and Business Analytics written by Paramartha Dutta and published by Springer Nature. This book was released on 2021-05-25 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Computational Intelligence, Communications, and Business Analytics, CICBA 2021, held in Santiniketan, India, in January 2021. The 12 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 84 submissions. The papers are organized in topical sections on computational forensic (privacy and security); computational intelligence; data science and advanced data analytics; and intelligent data mining and data warehousing.

Digital Forensic Science

Author : B Suresh Shetty
Publisher : BoD – Books on Demand
ISBN 13 : 1838802592
Total Pages : 192 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis Digital Forensic Science by : B Suresh Shetty

Download or read book Digital Forensic Science written by B Suresh Shetty and published by BoD – Books on Demand. This book was released on 2020-09-30 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is our pleasure to place before you the book Digital Forensic Science. This book makes up a major part of the broad specialty of Digital Forensic Science, comprising mainly of tools and technologies of cyber forensic experts for their future practice. This book has been designed to merge a range of new ideas and unique works of authors from topics like fundamental principles of forensic cyber analysis, and protocols and rules needed for the best digital forensics. We hope that it will be useful to practitioners of forensic medicine, experts, cyber experts, law makers, investigating authorities, and undergraduate and postgraduate medical school graduates of medicine.

Computational Intelligence Applications in Cyber Security

Author : Suhel Ahmad Khan
Publisher : CRC Press
ISBN 13 : 1040135137
Total Pages : 335 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Computational Intelligence Applications in Cyber Security by : Suhel Ahmad Khan

Download or read book Computational Intelligence Applications in Cyber Security written by Suhel Ahmad Khan and published by CRC Press. This book was released on 2024-10-29 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a comprehensive overview of cyber security in Industry 5.0, data security in emerging technologies, block chain technology, cloud computing security, evolving IoT and OT threats, and considerable data integrity in healthcare. The impact of security risks on various sectors is explored including artificial intelligence in national security, quantum com-puting for security, and AI-driven cyber security techniques. It explores how cyber security is applied across different areas of human life through computational modeling. The book concludes by presenting a roadmap for securing computing environments, addressing the complex interplay between advanced technologies and emerging security challenges, and offering insights into future trends and innovations for sustainable development. This book: • Analyzes the use of AI, support vector machines, and deep learning for dataclassification, vulnerability prediction, and defense. • Provides insights into data protection for Industry 4.0/5.0, cloud computing, and IoT/OT, focusing on risk mitigation. • Explores block chain’s role in smart nations, financial risk management, and the potential of quantum computing for security. • Examines AI’s applications in national security, including India’s AI strategy and securing smart cities. • Evaluate strategies for data integrity in healthcare, secure IoT platforms, and supply chain cyber security. The text is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology.