Multimedia Security: Algorithm Development, Analysis and Applications (Algorithms for Intelligent Systems)

✍ Scribed by Kaiser J. Giri (editor), Shabir Ahmad Parah (editor), Rumaan Bashir (editor), Khan Muhammad (editor)

• Publisher: Springer
• Year: 2021
• Tongue: English
• Leaves: 305
• Edition: 1st ed. 2021
• Category: Library

✦ Synopsis

This book is a collection of outstanding content written by experts working in the field of multimedia security. It provides an insight about various techniques used in multimedia security and identifies its progress in both technological and algorithmic perspectives. In the contemporary world, digitization offers an effective mechanism to process, preserve and transfer all types of information. The incredible progresses in computing and communication technologies augmented by economic feasibility have revolutionized the world. The availability of efficient algorithms together with inexpensive digital recording and storage peripherals have created a multimedia era bringing conveniences to people in sharing the digital data that includes images, audio and video. The ever-increasing pace, at which the multimedia and communication technology is growing, has also made it possible to combine, replicate and distribute the content faster and easier, thereby empowering mankind by having a wealth of information at their disposal. However, security of multimedia is giving tough time to the research community around the globe, due to ever-increasing and efficient attacks carried out on multimedia data by intruders, eves-droppers and hackers. Further, duplication, unauthorized use and mal-distribution of digital content have become a serious challenge as it leads to copyright violation and is considered to be the principal reason that refrains the information providers in freely sharing their proprietary digital content. The book is useful for students, researchers and professionals to advance their study.

✦ Table of Contents

Preface
Contents
About the Editors
Part ISecurity Using Cryptography and Chaotic Theory: Algorithm Development and Analysis
1 Securing Medical Images via a Texture and Chaotic Key Framework
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Initial Pixel Shuffling via ACM
3.2 Low-/Mid-Frequency Maps via Gabor Filters
3.3 Key Generation via Chaotic Maps
4 Results and Analysis
4.1 Histogram Analysis
4.2 Image Entropy
4.3 Line Profile
4.4 Correlation Coefficient
4.5 Key Space of the Proposed Cryptosystem
4.6 Image Quality Performance
5 Conclusion
References
2 Image Encryption Based on DNA Substitution and Chaotic Theory
1 Introduction
2 Introduction to DNA
2.1 DNA Encoding and Complementary Rule
2.2 DNA-Based Image Encryption
3 Chaos and Logistic Map
4 Literature Review
5 Proposed Method
5.1 Formation of Chaotic Binary Sequence
5.2 DNA Substitution
6 Algorithm Description of the Proposed Technique
7 Simulation Results
7.1 Security Analysis
7.2 Secret Key’s Sensitivity Analysis
7.3 Secret Key’s Space Analysis
7.4 Histogram Analysis
8 Conclusion
References
3 Impact of Computational Power on Cryptography
1 Introduction
1.1 Literature Review
1.2 Organization of Chapter
2 Introduction to Cryptography
3 Pre-multimedia Era cryptography—The Classical Cryptography
3.1 Caesar Cipher
3.2 Shift Ciphers
3.3 Impact of Computational Power on Caesar and Shift Ciphers
3.4 Monoalphabetic Substitution Ciphers (MASC)
3.5 Vigenère Cipher
3.6 Impact of Computational Power on Vigenère Cipher
3.7 The One-Time Pad or Vernam Cipher
3.8 Impact of Computational Power on One-Time Pad
3.9 Transposition or Permutation Ciphers
3.10 Impact of Computational Power on Transposition Ciphers
4 Modern Cryptography
4.1 Data Encryption Standard (DES)
4.2 Impact of Computational Power on DES
4.3 Tripe DES (3DES or FIPS 46–3)
4.4 Impact of Computational Power on 3DES
4.5 AES—Advanced Encryption Standard
4.6 Impact of Computational Power on AES
4.7 RSA Public Key Cipher
4.8 Impact of Computational Power on RSA
4.9 Elliptic Curve Cryptography (ECC)
4.10 Impact of Computational Power on Elliptic Curve Cryptography (ECC)
5 Conclusion
References
4 Privacy Preserving Anti-forensic Techniques
1 Introduction
2 Related Work
2.1 Privacy
2.2 Anti-forensics
3 Privacy Preserving Anti-forensic Techniques
3.1 Data Wiping: Secured Deletion
3.2 Boot Sector
3.3 Reserved Locations
3.4 Slack Space
3.5 HPA and DCO
3.6 Directory Mounting: Hiding in Plain Sight
3.7 Encryption: Second Most Anti-forensic Technique
3.8 Steganography: A Perfect Camouflage
3.9 Onion Routing: Anonymous Communication
4 Discussion
5 Conclusion
References
Part IIInformation Embedding for Secure Data Communication and Authentication
5 Information Embedding Using DNA Sequences for Covert Communication
1 Introduction
2 Introduction to DNA
2.1 DNA Computing
2.2 DNA Cryptography
3 Literature Review
4 Proposed Method
4.1 Method 1: New Substitution Method for Data Hiding Using DNA Sequences
4.2 Method 2: New Insertion Method for Data Encryption Using DNA Sequences
5 Results and Discussion
6 Conclusion and Future Work
References
6 Information Hiding in Color Images Utilizing Multi-bit Substitution Patterns
1 Introduction
2 Related Work
3 Proposed Scheme
3.1 Interpolation
3.2 Multi-bit Substitution Pattern
3.3 Data Embedding
3.4 Data Extraction
4 Results and Discussions
4.1 Imperceptibility Analysis
4.2 Reversibility analysis
4.3 Authentication and Fragility analysis
5 Summary
References
7 Data Embedding in Color Images: A Secure Data Communication Framework Based on Modular Arithmetic
1 Introduction
2 Literature Survey
3 Proposed Scheme
4 Experimental Results
5 Conclusion
References
8 Survey on Reversible Watermarking Techniques for Medical Images
1 Introduction
2 General Framework for Digital Watermarking
2.1 Watermark Embedding Module (WEM)
2.2 Watermark Detection/Extraction Module (WDM)
3 Classification of Digital Watermarking
3.1 Fragile Watermarking
3.2 Semi-fragile Watermarking
3.3 Robust Watermarking
4 Classification of Reversible Digital Watermarking
5 Evaluation Metrics
5.1 Peak Signal-To-Noise Ratio (PSNR)
5.2 Structural Similarity (SSIM) Index
6 State-of-the-Art Reversible Watermarking for Medical Imagery
7 Conclusion
References
9 Security and Privacy of E-health Data
1 Introduction
2 Background
2.1 Applications of Electronic Health Records (EHR)
2.2 Privacy in Electronic Health Systems
3 Security in Electronic Health Systems
4 Security Models Proposed in E-healthcare
5 Conclusion
References
Part IIISecurity in IoT and Big Data-Driven Enterprise
10 Implementation of Intrusion Detection System for Internet of Things Using Machine Learning Techniques
1 Introduction
2 Related Work
3 Methodology
4 Result and Analysis
5 Conclusion and Future Scope
References
11 An Efficient Approach for Phishing Detection using Machine Learning
1 Introduction
2 Related Work
3 Methodology Used
3.1 Data Acquisition
3.2 Classification before Feature Selection
3.3 Feature Selection
3.4 Classification after Feature Selection
3.5 Evaluation and Validation
4 Experimental Results
5 Conclusion and Future Scope
References
12 Use of Blockchain and Internet of Things for Securing Data in Healthcare Systems
1 Introduction
1.1 Blockchain Concept
1.2 Internet of Things
2 History of Blockchain
3 Working of Blockchain
4 Literature Survey
5 Proposed Methodology
6 Scope of Improvement in Model
7 Conclusion
References
13 Asset Security in Data of Internet of Things Using Blockchain Technology
1 Introduction
1.1 Blockchain Concept
1.2 Internet of Things
1.3 Blockchain in Internet of Things
1.4 Key Blockchain Features for Building Trust in Organizations
2 Related Work
3 Asset Management in IoT Using Blockchain
4 Future Trends of Blockchain in IoT
5 Conclusion
References
14 Review of Secure Distributed Range-Free Hop-Based Localization Algorithms in the Wireless Sensor Networks
1 Introduction
2 Localization Process
3 Localization Types
3.1 GPS Related
3.2 Communication-Based
3.3 Anchor Related
3.4 Range Related
3.5 Range-Free Schemes
4 Issues in Localization
4.1 Accuracy
4.2 Energy Consumption
4.3 Overhead
4.4 Optimization
4.5 Mobility
4.6 3D Deployment
4.7 Security
5 Need of Secure Localization
5.1 Security Requirements
5.2 Various Attacks in Localization
6 Secure Localization-Based Related Work
7 Multimedia Security and Authentication Techniques-Related Work
8 Research Gaps
9 Conclusion
References