Secure Voice Processing Systems against Malicious Voice Attacks by Kun Sun Paper

Description: Secure Voice Processing Systems against Malicious Voice Attacks by Kun Sun, Shu Wang Estimated delivery 3-12 business days Format Paperback Condition Brand New Description This book provides readers the basic understanding about 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. Publisher Description 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. Author Biography Dr. Kun Sun is a professor in the Department of Information Sciences and Technology at George Mason University. He is also the director of Sun Security Laboratory and the associate director of the Center for Secure Information Systems. He received his Ph.D. in Computer Science from North Carolina State University. Before joining GMU, he was an assistant professor in College of William and Mary. He has more than 15 years working experience in both academia and industry; his research work has been funded by government agencies including the NSF, DOD, NSA, DHS, and NIST. His research focuses on systems and network security. He has publishing over 130 conference and journal papers, and two papers won the Best Paper Award. His current research focuses on trustworthy computing environment, software security, moving target defense, network security, smart phone security, cloud security, and AI/ML security. Shu Wang is a Ph.D. Candidate in the Department of Information Sciences and Technology at George Mason University. His research interests lie primarily in the fields of artificial intelligence (AI) and computer security. In particular, his research focuses on the mitigation of attack surfaces in voice processing systems (biometrics security) and open-source software (software security). His past research projects involve computer vision, natural language processing, and digital signal processing. His research papers appear in IEEE S&P, ACM CCS, RAID, IEEE DSN, IEEE INFOCOM, IEEE ICSME, Computers & Security, etc. Previously, He obtained my bachelors degree in Communication Engineering and masters degree in Signal and Information Processing from Nanjing University of Posts and Telecommunications. Details ISBN 3031447476 ISBN-13 9783031447471 Title Secure Voice Processing Systems against Malicious Voice Attacks Author Kun Sun, Shu Wang Format Paperback Year 2023 Pages 111 Edition 1st Publisher Springer International Publishing AG GE_Item_ID:158872511; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. 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