Secure Voice Processing Systems Against Malicious Voice Attacks
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Secure Voice Processing Systems Against Malicious Voice Attacks
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Author : Kun Sun
language : en
Publisher: Springer Nature
Release Date : 2023-10-30
Secure Voice Processing Systems Against Malicious Voice Attacks written by Kun Sun and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-30 with Computers categories.
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.
Voice Print Security
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Author : Aisha Khan
language : en
Publisher: Publifye AS
Release Date : 2025-03-04
Voice Print Security written by Aisha Khan and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-04 with Technology & Engineering categories.
Voice Print Security explores the science behind using unique voice characteristics for secure identification in an increasingly digital world. It examines how voice biometrics captures and analyzes speech to create robust authentication systems, offering an alternative to traditional passwords. The book highlights intriguing facts, such as how voice biometrics evolved from speech recognition research and how feature extraction techniques like acoustic and spectral analysis are used to create biometric templates. This technology strives to overcome challenges like advanced recording techniques and speech synthesis. The book progresses logically, starting with core concepts and moving through feature extraction and matching algorithms. It then delves into real-world applications like banking and healthcare, while also addressing vulnerabilities to fraud. What sets this book apart is its balanced assessment, providing a pragmatic view of both the capabilities and limitations of voice biometrics. Understanding the inherent challenges and countermeasures is important for a successful voice-based authentication deployment. By bridging computer science, signal processing, and cybersecurity, Voice Print Security offers a comprehensive understanding of this interdisciplinary field. It provides readers with the knowledge to make informed decisions about implementing voice biometrics, acknowledging both its potential benefits and ongoing debates surrounding security and privacy.
Information Security Applications
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Author : Brent ByungHoon Kang
language : en
Publisher: Springer
Release Date : 2019-04-11
Information Security Applications written by Brent ByungHoon Kang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-11 with Computers categories.
This book constitutes the thoroughly refereed post-conference proceedings of the 19th International Conference on Information Security Applications, WISA 2018, held on Jeju Island, Korea, in August 2018. The 11 revised full papers and 11 short papers presented in this volume were carefully reviewed and selected from 44 submissions. #The primary focus of WISA 2018 was on systems and network security including all other technical and practical aspects of security applications and also on the embedded, unmanned or autonomous systems and cyber physical systems in general.
Cyber Security Meets Machine Learning
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Author : Xiaofeng Chen
language : en
Publisher: Springer Nature
Release Date : 2021-07-02
Cyber Security Meets Machine Learning written by Xiaofeng Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-02 with Computers categories.
Machine learning boosts the capabilities of security solutions in the modern cyber environment. However, there are also security concerns associated with machine learning models and approaches: the vulnerability of machine learning models to adversarial attacks is a fatal flaw in the artificial intelligence technologies, and the privacy of the data used in the training and testing periods is also causing increasing concern among users. This book reviews the latest research in the area, including effective applications of machine learning methods in cybersecurity solutions and the urgent security risks related to the machine learning models. The book is divided into three parts: Cyber Security Based on Machine Learning; Security in Machine Learning Methods and Systems; and Security and Privacy in Outsourced Machine Learning. Addressing hot topics in cybersecurity and written by leading researchers in the field, the book features self-contained chapters to allow readers to select topics that are relevant to their needs. It is a valuable resource for all those interested in cybersecurity and robust machine learning, including graduate students and academic and industrial researchers, wanting to gain insights into cutting-edge research topics, as well as related tools and inspiring innovations.
Futuristic Trends In Networks And Computing Technologies
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Author : Pradeep Kumar Singh
language : en
Publisher: Springer Nature
Release Date : 2022-11-15
Futuristic Trends In Networks And Computing Technologies written by Pradeep Kumar Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-15 with Computers categories.
This book constitutes the refereed proceedings of the Fourth International Conference on Futuristic Trends in Network and Communication Technologies, FTNCT 2021. The prime aim of the conference is to invite researchers from different domains of network and communication technologies to a single platform to showcase their research ideas. The selected papers are organized in topical sections on network and computing technologies; wireless networks and Internet of Things (IoT); futuristic computing technologies; communication technologies, security, and privacy. The volume will serve as a reference resource for researchers and practitioners in academia and industry.
Security Data Analytics And Energy Aware Solutions In The Iot
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Author : Hei, Xiali
language : en
Publisher: IGI Global
Release Date : 2021-12-24
Security Data Analytics And Energy Aware Solutions In The Iot written by Hei, Xiali and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-24 with Computers categories.
Internet of things networks have shown promising outcomes in the provisioning of potentially critical services such as safety applications, healthcare, and manufacturing. However, there are many challenges related to the security, data analysis, and limited resources of the performed operations that require further investigation. Additional research is necessary to address the concerns and doubts of researchers and industry professionals in the Internet of Things. Security, Data Analytics, and Energy-Aware Solutions in the IoT reports novel methodologies, theories, technologies, and solutions for security and data analytics techniques and energy-aware solutions for the Internet of Things. Covering a wide range of topics such as laser attacks and personal data, it is ideal for academicians, industry professionals, researchers, instructors, and students.
Information Systems Security And Privacy
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Author : Paolo Mori
language : en
Publisher: Springer Nature
Release Date : 2020-06-27
Information Systems Security And Privacy written by Paolo Mori and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-27 with Computers categories.
This book constitutes the revised selected papers of the 5th International Conference on Information Systems Security and Privacy, ICISSP 2019, held in Prague, Czech Republic, in February 2019. The 19 full papers presented were carefully reviewed and selected from a total of 100 submissions. The papers presented in this volume address various topical research, including new approaches for attack modelling andprevention, incident management and response, and user authentication andaccess control, as well as business and human-oriented aspects such as data pro-tection and privacy, and security awareness.
Proceedings Of 2nd International Conference On Smart Computing And Cyber Security
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Author : Prasant Kumar Pattnaik
language : en
Publisher: Springer Nature
Release Date : 2022-05-26
Proceedings Of 2nd International Conference On Smart Computing And Cyber Security written by Prasant Kumar Pattnaik and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-26 with Technology & Engineering categories.
This book presents high-quality research papers presented at the Second International Conference on Smart Computing and Cyber Security: Strategic Foresight, Security Challenges and Innovation (SMARTCYBER 2021) held during June 16–17, 2021, in the Department of Smart Computing, Kyungdong University, Global Campus, South Korea. The book includes selected works from academics and industrial experts in the field of computer science, information technology, and electronics and telecommunication. The content addresses challenges of cyber security.
Advancing Smart Tourism Through Analytics
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Author : Varghese, Bindi
language : en
Publisher: IGI Global
Release Date : 2024-11-27
Advancing Smart Tourism Through Analytics written by Varghese, Bindi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-27 with Business & Economics categories.
The tourism industry is rapidly evolving, driven by technological advancements and the increasing demand for personalized, immersive experiences. However, many businesses need help to effectively harness the power of data analytics and artificial intelligence (AI) to meet these evolving demands. The need for more understanding and expertise in utilizing AI-driven data analytics poses a significant challenge for professionals in the tourism sector, hindering their ability to drive operational efficiency and enhance decision-making. Advancing Smart Tourism Through Analytics provides a revolutionary solution to this pressing challenge. By offering a comprehensive guide that bridges the gap between data analytics, smart tourism, and AI, this book empowers scholars, practitioners, and researchers to unlock the full potential of AI in the tourism industry. With a focus on theoretical foundations and practical implementations, this book equips readers with the skills and knowledge to effectively integrate AI-driven data analytics into their business strategies.
Ai Driven Cyber Security
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Author : S. R. Jena
language : en
Publisher: Scholars' Press
Release Date : 2024-01-17
Ai Driven Cyber Security written by S. R. Jena and has been published by Scholars' Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-17 with Computers categories.
Welcome to the forefront of modern cyber security – a landscape shaped and transformed by the relentless evolution of Artificial Intelligence (AI) and Deep Learning technologies. As we stand at the precipice of the digital era, the need for robust, intelligent defense mechanisms against cyber threats has never been more pressing. This book, "AI-Driven Cyber Security: Navigating the Digital Frontier with Deep Learning" embarks on a comprehensive journey through the intricate realm where cutting-edge AI meets the ever-evolving challenges of cyber security. In the interconnected world we inhabit, where data is the lifeblood of every organisation, the marriage of AI and cyber security becomes not just a choice but a necessity. Moreover, the book contains 8 chapters. They are: 1. Introduction to Cyber Security 2. Foundations of Cyber Security 3. Basics of AI and Deep Learning 4. AI in Cyber Security: An Overview 5. Deep Learning for Threat Detection 6. Natural Language Processing (NLP) in Cyber Security 7. Adversarial Machine Learning 8. Explainability and Transparency in AI Security