Multiple papers reveal backdoor and adversarial attacks on speech AI

Two papers (Pmeta-TLA, Backdoor Attacks on SER) expose backdoor vulnerabilities in speech classification and emotion recognition models via meta-learning and TTS-generated poisoning. A third introduces saliency-guided sparse mask attacks, highlighting security risks.