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Understanding Speaker Recognition and Adversarial Speech Attacks
Manage episode 423223186 series 3474671
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.
204 episodes
Manage episode 423223186 series 3474671
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.
204 episodes
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