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SoK - The Faults in Our ASRs - An Overview of Attacks Against Automatic Speech Recognition and Speaker Identification Systems

IEEE via YouTube

Overview

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Explore the vulnerabilities in Automatic Speech Recognition (ASR) and Speaker Identification Systems in this 15-minute IEEE conference presentation. Gain insights into various attack methods, evaluation metrics, and mediums used to exploit these systems. Delve into the concept of knowledge transferability and examine real-world experiments that demonstrate the potential risks. Learn why a Systematization of Knowledge (SoK) approach is crucial for understanding and addressing these security challenges in voice-based technologies.

Syllabus

Introduction
Attack
Why SoK
Overview
Attacks
Metrics
Mediums
Knowledge
Target Transferability
Experiments

Taught by

IEEE Symposium on Security and Privacy

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