AIBearisharXiv – CS AI · 10h ago7/10
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Backdoor Attacks on Speech Emotion Recognition via TTS-Generated Poisoning
Researchers demonstrate the first systematic study of poisoning-based backdoor attacks on Speech Emotion Recognition (SER) systems using text-to-speech generated audio. The study reveals that modern SER models can be reliably compromised with imperceptible acoustic triggers while maintaining normal performance on benign inputs, exposing critical vulnerabilities in AI systems that process voice data.