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Must-read Papers on Speaker Recognition Systerm Adversarial Attack and Defense (ASAAD)

声纹识别领域对抗攻击和防御论文整理


【1】Survey

【2】Attack Papers

1️⃣ White Box

  1. ICASSP   FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial Disturbances.(paper)

  2. ICASSP   Attack on Practical Speaker Verification Systerm Using Universal Adversarial Perturbations.(Paper)

  3. ICASSP   Learning to fool the speaker recognition. [Jiguo Li, ..] (papercodeWeb)

2️⃣ Black Box

3️⃣ Back Door

【3】Defense Papers

1️⃣ Traditional Attack Defense

2️⃣ Adversarial Attack Dedense

  1. ICASSP   Adversarial Defense for Deep Speaker Recognition Using Hybrid Dversarial Training. [Monisankha Pal, Arindam Jati..] (paper)

  2. ICASSP   Adversarial Defense for Automatic Speaker Verification by Cascaded Self-Supervised Learning Models. [Haibin Wu;Xu Li..] (paper)

  3. ICASSP   Voting for the right answer: Adversarial defense for speaker verification.(paper)

【4】Related Techniques

ps:some logo:https://www.webfx.com/tools/emoji-cheat-sheet/

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