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397712 |
| 003 - IDENTIFICADOR DEL NÚMERO DE CONTROL |
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ES-MaUEC |
| 005 - FECHA Y HORA DE LA ÚLTIMA TRANSACCIÓN |
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20240104162608.0 |
| 006 - CÓDIGOS DE INFORMACIÓN DE LONGITUD FIJA--CARACTERÍSTICAS DEL MATERIAL ADICIONAL |
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231030s2024 sz | s |||| 0|eng d |
| 020 ## - NÚMERO INTERNACIONAL ESTÁNDAR DEL LIBRO |
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| Número Internacional Estándar del Libro |
9783031447488 |
| 024 7# - IDENTIFICADOR DE OTROS ESTÁNDARES |
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| Número estándar o código |
10.1007/978-3-031-44748-8 |
| Fuente del número o código |
doi |
| 040 ## - FUENTE DE LA CATALOGACIÓN |
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| Centro catalogador/agencia de origen |
ES-MaUEC |
| Lengua de catalogación |
spa |
| Centro/agencia transcriptor |
ES-MaUEC |
| 050 04 - SIGNATURA TOPOGRÁFICA DE LA BIBLIOTECA DEL CONGRESO |
|---|
| Número de clasificación |
QA76.9.A25 |
| Número de documento/Ítem |
2024 |
| 050 04 - SIGNATURA TOPOGRÁFICA DE LA BIBLIOTECA DEL CONGRESO |
|---|
| Número de clasificación |
JC596-596.2 |
| Número de documento/Ítem |
2024 |
| 100 1# - ENTRADA PRINCIPAL--NOMBRE DE PERSONA |
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| Nombre de persona |
Sun, Kun. |
| Término indicativo de función/relación |
autor |
| Código de función/relación |
aut |
| -- |
http://id.loc.gov/vocabulary/relators/aut |
| 245 00 - MENCIÓN DE TÍTULO |
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| Título |
Secure Voice Processing Systems against Malicious Voice Attacks |
| Mención de responsabilidad, etc. |
by Kun Sun, Shu Wang |
| 250 ## - MENCIÓN DE EDICIÓN |
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| Mención de edición |
first edition 2024 |
| 264 #1 - PRODUCCIÓN, PUBLICACIÓN, DISTRIBUCIÓN, FABRICACIÓN Y COPYRIGHT |
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| Producción, publicación, distribución, fabricación y copyright |
Cham |
| Fecha de producción, publicación, distribución, fabricación o copyright |
2024 |
| Nombre del de productor, editor, distribuidor, fabricante |
Springer International Publishing |
| 300 ## - DESCRIPCIÓN FÍSICA |
|---|
| Extensión |
1 recurso en línea |
| 336 ## - TIPO DE CONTENIDO |
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| Término de tipo de contenido |
texto |
| Código de tipo de contenido |
txt |
| Fuente |
rdacontent |
| 337 ## - TIPO DE MEDIO |
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| Nombre/término del tipo de medio |
electrónico |
| Código del tipo de medio |
c |
| Fuente |
rdamedia |
| 338 ## - TIPO DE SOPORTE |
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| Nombre/término del tipo de soporte |
recurso electrónico |
| Código del tipo de soporte |
cr |
| Fuente |
rdacarrier |
| 347 ## - CARACTERÍSTICAS DEL ARCHIVO DIGITAL |
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| Tipo de archivo |
text file |
| Formato de codificación |
PDF |
| 490 0# - MENCIÓN DE SERIE |
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| Mención de serie |
SpringerBriefs in Computer Science |
| Número Internacional Normalizado para Publicaciones Seriadas |
2191-5776 |
| 505 0# - NOTA DE CONTENIDO CON FORMATO |
|---|
| Nota de contenido con formato |
1 Introduction -- 1.1 Overview -- 1.2 Background -- 1.2.1 Audio Signal Processing -- 1.2.2 Voice Processing Systems -- 1.2.3 Attacks on Speaker Verification Systems -- 1.2.4 Attacks on Speech Recognition Systems -- 1.3 Book Structure -- References . . -- 2 Modulated Audio Replay Attack and Dual-Domain Defense -- 2.1 Introduction -- 2.2 Modulated Replay Attacks -- 2.2.1 Impacts of Replay Components -- 2.2.2 Attack Overview -- 2.2.3 Modulation Processor -- 2.2.4 Inverse Filter Estimation -- 2.2.5 Spectrum Processing -- 2.3 Countermeasure: Dual-domain Detection -- 2.3.1 Defense Overview -- 2.3.2 Time-domain Defense -- 2.3.3 Frequency-domain Defense -- 2.3.4 Security Analysis -- 2.4 Evaluation -- -- 2.4.1 Experiment Setup -- -- 2.4.2 Effectiveness of Modulated Replay Attacks -- 2.4.3 Effectiveness of Dual-Domain Detection -- 2.4.4 Robustness of Dual-Domain Detection -- 2.4.5 Overhead of Dual-Domain Detection -- 2.5 Conclusion -- -- Appendix 2.A: Mathematical Proof of Ringing Artifacts in Modulated Replay Audio -- -- Appendix 2.B: Parameters in Detection Methods -- Appendix 2.C: Inverse Filter Implementation -- Appendix 2.D: Classifiers in Time-Domain Defense -- References -- 3 Secure Voice Processing Systems for Driverless Vehicles -- 3.1 Introduction -- 3.2 Threat Model and Assumptions -- 3.3 System Design -- 3.3.1 System Overview -- 3.3.2 Detecting Multiple Speakers -- 3.3.3 Identifying Human Voice -- 3.3.4 Identifying Driver's Voice -- 3.4 Experimental Results -- 3.4.1 Accuracy on Detecting Multiple Speakers -- 3.4.2 Accuracy on Detecting Human Voice -- 3.4.3 Accuracy on Detecting Driver's Voice -- 3.4.4 System Robustness -- 3.4.5 Performance Overhead -- 3.5 Discussions -- 3.6 Conclusion -- References -- 4 Acoustic Compensation System against Adversarial Voice Recognition -- 4.1 Introduction -- 4.2 Threat Model -- 4.2.1 Spectrum Reduction Attack -- 4.2.2 Threat Hypothesis -- 4.3 System Design -- 4.3.1 Overview -- 4.3.2 Spectrum Compensation Module -- 4.3.3 Noise Addition Module -- 4.3.4 Adaptation Module -- 4.4 Evaluations -- 4.4.1 Experiment Setup -- 4.4.2 ACE Evaluation -- 4.4.3 Spectrum Compensation Module Evaluation -- 4.4.4 Noise Addition Module Evaluation -- 4.4.5 Adaptation Module Evaluation -- 4.4.6 Overhead -- 4.5 Residual Error Analysis -- 4.5.1 Types of ASR Inference Errors -- 4.5.2 Error Composition Analysis -- 4.6 Discussions -- 4.6.1 Multipath Effect and Audio Quality Improvement -- 4.6.2 Usability -- 4.6.3 Countering Attack Variants -- 4.6.4 Limitations -- 4.7 Conclusion -- Appendix 4.A: Echo Module -- Appendix 4.B: ACE Performance tested with CMU Sphinx -- Appendix 4.C: ACE Performance against Attack Variants -- References -- 5 Conclusion and Future Work -- 5.1 Conclusion -- 5.2 Future Work -- References. |
| 520 ## - SUMARIO, ETC. |
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| Sumario, etc. |
This book provides readers with the basic understanding regarding the threats to the voice processing systems, the state-of-the-art defense methods as well as the current research results on securing voice processing systems. It also introduces three mechanisms to secure the voice processing systems against malicious voice attacks under different scenarios, by utilizing time-domain signal waves, frequency-domain spectrum features and acoustic physical attributes. First, the authors uncover the modulated replay attack, which uses an inverse filter to compensate for the spectrum distortion caused by the replay attacks to bypass the existing spectrum-based defenses. The authors also provide an effective defense method that utilizes both the time-domain artifacts and frequency-domain distortion to detect the modulated replay attacks. Second, the book introduces a secure automatic speech recognition system for driverless car to defeat adversarial voice command attacks launched from car loudspeakers, smartphones and passengers. Third, it provides an acoustic compensation system design to reduce the effects from the spectrum reduction attacks, by the audio spectrum compensation and acoustic propagation principle. Finally, the authors conclude with their research effort on defeating the malicious voice attacks and provide insights into more secure voice processing systems. This book is intended for security researchers, computer scientists and electrical engineers who are interested in the research areas of biometrics, speech signal processing, IoT security and audio security. Advanced-level students who are studying these topics will benefit from this book as well. |
| 988 ## - NOTA LOCAL 598 |
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| Nota local 598 (boletines) |
Springer_Computer_2024 |
| 856 40 - LOCALIZACIÓN Y ACCESO ELECTRÓNICOS |
|---|
| Identificador Uniforme del Recurso |
https://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-44748-8 |
| Nota pública |
Acceso a este recurso digital (usuarios Universidad Europea de Madrid) |
| 912 ## - |
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ZDB-2-SCS |
| 912 ## - |
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| -- |
ZDB-2-SXCS |
| 942 ## - ELEMENTOS DE PUNTO DE ACCESO ADICIONAL (KOHA) |
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| Fuente del sistema de clasificación o colocación |
Library of Congress Classification |
| Tipo de ítem Koha |
LIBRO-E NO PRÉSTAMO |