Detecting Audio Adversarial Examples in Automatic Speech Recognition Systems Using Decision Boundary Patterns

Detecting Audio Adversarial Examples in Automatic Speech Recognition Systems Using Decision Boundary Patterns

Automatic Speech Recognition (ASR) systems are ubiquitous in various commercial applications. These systems typically rely on machine learning techniques for transcribing voice commands into text for further processing. Despite their success in many applications, audio Adversarial Examples (AEs) hav...

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Bibliographic Details
Main Authors: Wei Zong, Yang-Wai Chow, Willy Susilo, Jongkil Kim, Ngoc Thuy Le
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Journal of Imaging
Subjects:
adversarial examples
automatic speech recognition
visualization
adversarial machine learning
adversarial example detection
Online Access:https://www.mdpi.com/2313-433X/8/12/324

Internet

https://www.mdpi.com/2313-433X/8/12/324

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