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Understanding Speaker Recognition and Adversarial Speech Attacks

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Manage episode 423223186 series 3474671
Inhoud geleverd door HackerNoon. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door HackerNoon of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.

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.

  continue reading

204 afleveringen

Artwork
iconDelen
 
Manage episode 423223186 series 3474671
Inhoud geleverd door HackerNoon. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door HackerNoon of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.

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.

  continue reading

204 afleveringen

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