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

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

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.