Hidden Audio Attacks on Voice AI: How Transcription Pipelines Get Hijacked

Voice AI is eating the enterprise stack faster than security teams can audit it. And now researchers have demonstrated something that should give every platform engineer pause: you can hide adversarial commands inside audio that sounds completely normal to a human listener — and the AI will execute them. The Attack: Ultrasonic Hijacking of Voice-Driven LLM Interfaces The IEEE Spectrum report covers a class of attacks where malicious instructions are embedded into audio streams — eith...