Cybersecurity Tech Brief By HackerNoon

Understanding Speaker Recognition and Adversarial Speech Attacks


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This story was originally published on HackerNoon at: https://hackernoon.com/understanding-speaker-recognition-and-adversarial-speech-attacks.


Explore how parrot training enhances black-box audio adversarial attacks on speaker recognition systems with minimal knowledge and no probing required.

Check more stories related to cybersecurity at: https://hackernoon.com/c/cybersecurity.
You can also check exclusive content about #audio-adversarial-attacks, #black-box-attacks, #smart-device-security, #adversarial-machine-learning, #speaker-recognition-models, #parrot-speech-synthesis, #pt-ae-audio-attacks, #hackernoon-top-story, and more.


This story was written by: @botbeat. Learn more about this writer by checking @botbeat's about page,
and for more stories, please visit hackernoon.com.


Parrot training offers a practical approach to black-box audio adversarial attacks on speaker recognition systems by using minimal knowledge and eliminating the need for probing. This method leverages a short speech sample to create effective audio adversarial examples with high transferability and good perceptual quality.

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