





Counter recordings with liveness checks that verify spatial consistency, microphone array coherence, and near-field characteristics. Use challenge-response for sensitive actions, rate-limit wake events, and require secondary factors for purchases. Watermark TTS sources to detect synthetic commands. These layered defenses degrade attacker success while keeping everyday interactions fluid and friendly.
Counter recordings with liveness checks that verify spatial consistency, microphone array coherence, and near-field characteristics. Use challenge-response for sensitive actions, rate-limit wake events, and require secondary factors for purchases. Watermark TTS sources to detect synthetic commands. These layered defenses degrade attacker success while keeping everyday interactions fluid and friendly.
Counter recordings with liveness checks that verify spatial consistency, microphone array coherence, and near-field characteristics. Use challenge-response for sensitive actions, rate-limit wake events, and require secondary factors for purchases. Watermark TTS sources to detect synthetic commands. These layered defenses degrade attacker success while keeping everyday interactions fluid and friendly.
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