Manipulations and errors, detection and localization 1st edition by Godlewski, Camion ISBN 3540502517 9783540502517

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Product details:

ISBN 10:       3540502517
ISBN 13: 978-3540502517
Author:         Ph. Godlewski, P. Camion 

Manipulations and errors, detection and localization 1st Table of contents:

1. Introduction

   • Overview of the concepts of manipulation, errors, detection, and localization.
   • Importance and applications in various fields (e.g., communication systems, data integrity, computer security).

2. Types of Manipulations and Errors

   • Error models: Random errors, burst errors, and systematic errors.
   • Types of manipulations: Data tampering, signal distortion, and intentional interference.
   • Comparison of natural errors vs. malicious manipulations.

3. Detection Methods

   • Error detection codes: Parity checks, checksums, and hash functions.
   • Signature-based detection for manipulations.
   • Statistical and machine learning methods for anomaly detection.

4. Localization of Errors and Manipulations

   • Error localization techniques in digital systems.
   • Geospatial and temporal localization of data manipulations.
   • Tools and technologies for tracking and pinpointing error sources.

5. Techniques in Error and Manipulation Detection

   • Cryptographic methods for ensuring data integrity and detecting tampering.
   • Error detection in storage systems and file integrity checking.
   • Digital watermarking for media and data protection.

6. Error Correction Techniques

   • Methods for correcting errors once detected (e.g., forward error correction, automatic repeat requests).
   • Techniques for repairing data in the context of corrupted or manipulated information.

7. Application Areas

   • Detection and localization in communication networks.
   • Errors and manipulations in distributed systems and cloud environments.
   • Real-time systems and error detection in hardware systems.
   • Case studies from cybersecurity and digital forensics.

8. Challenges and Future Directions

   • Scalability and complexity in detection and localization.
   • Privacy concerns and trade-offs in error and manipulation detection.
   • Emerging technologies and techniques for better manipulation detection.

9. Conclusion

   • Summary of key methods and applications.
   • Final thoughts on the importance of robust error detection and manipulation localization.
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