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ExAD: An Ensemble Approach for Explanation-based Adversarial Detection
Several defense methods have been proposed against adversarial attacks to detect adversarial examples at test time or to make machine learning models more robust.
Practical Speech Re-use Prevention in Voice-driven Services
We present AEOLUS, a security overlay that proactively embeds a dynamic acoustic nonce at the time of user interaction, and detects the presence of the embedded nonce in the recorded speech to ensure freshness.
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