Information Security for Automatic Speaker Identification 1st Edition by Fathi E Abd El Samie ISBN 1441996982 9781441996985

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Product details:

ISBN 10: 1441996982 
ISBN 13: 9781441996985
Author: Fathi E Abd El Samie

The author covers the fundamentals of both information and communication security including current developments in some of the most critical areas of automatic speech recognition. Included are topics on speech watermarking, speech encryption, steganography, multilevel security systems comprising speaker identification, real transmission of watermarked or encrypted speech signals, and more. The book is especially useful for information security specialist, government security analysts, speech development professionals, and for individuals involved in the study and research of speech recognition at advanced levels.

Information Security for Automatic Speaker Identification 1st Table of contents:

• Fundamentals of Speaker Recognition Technology

  • Acoustic Features and Speech Signal Processing
  • Machine Learning Algorithms for Speaker Recognition
  • Voice Biometrics: Principles and Techniques
  • Model Training and Evaluation for Speaker Identification

• Information Security Concepts and Challenges

  • Introduction to Information Security in Biometrics
  • Security Requirements for Speaker Identification Systems
  • Risk Management and Threat Models in ASI
  • Privacy Concerns and Ethical Issues in Voice Biometrics

• Techniques for Securing Automatic Speaker Identification Systems

  • Robust Feature Extraction Techniques for Speaker Identification
  • Secure Voice Biometrics: Protecting Against Spoofing
  • Countermeasures to Overcome Replay Attacks and Impersonation
  • Privacy-Preserving Models in Speaker Recognition

• Authentication and Access Control Using ASI

  • Using ASI for Secure Authentication
  • Multi-factor Authentication with Speaker Recognition
  • Case Studies on ASI for Secure Access Control in Sensitive Systems

• Advanced Security Protocols for Speaker Identification

  • Cryptographic Methods for Secure ASI Systems
  • Secure Data Transmission in Speaker Identification
  • Encryption Techniques for Speaker Data Protection
  • Authentication Protocols for Biometric Systems

• Evaluating the Security of ASI Systems

  • Performance Metrics in Speaker Identification Systems
  • Security Testing for Vulnerabilities in ASI Systems
  • Evaluating Anti-Spoofing Methods
  • Standardization and Certification of Secure ASI Systems

• Applications of ASI in Information Security

  • ASI in Law Enforcement and Forensic Applications
  • Speaker Identification in Banking and Financial Services
  • Healthcare Security: Using ASI for Patient Identity Verification
  • ASI in Secure Communication Systems

• Challenges and Future Directions

  • Advancements in Machine Learning for ASI Security
  • Future Trends in Voice Biometrics and Information Security
  • Addressing Limitations in Current ASI Security Approaches
  • The Role of Artificial Intelligence in Securing ASI

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