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Bob's Confetti: Phonetic Memorization Attacks in Music and Video Generation
arXiv β CS AI|Jaechul Roh, Zachary Novack, Yuefeng Peng, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Amir Houmansadr||7 views
π€AI Summary
Researchers discovered a vulnerability in AI music and video generation systems where phonetic prompts can bypass copyright filters. The 'Adversarial PhoneTic Prompting' attack achieves 91% similarity to copyrighted content by using sound-alike phrases that preserve acoustic patterns while evading text-based detection.
Key Takeaways
- βAI music generators like Suno and YuE are vulnerable to phonetic attacks that bypass copyright protection filters.
- βThe APT attack method achieves 91% similarity to original copyrighted songs versus only 13.7% for random lyrics.
- βAI models bind acoustic patterns like phonemes and rhyme to memorized content rather than semantic meaning.
- βThe vulnerability extends to video generation, with Veo 3 reconstructing original music video scenes from phonetic prompts alone.
- βCurrent semantic-based copyright defense systems fail to detect these phonetically-disguised prompts.
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$NEAR$0.0000β²+0.0%
$APT$0.0000β²+0.0%
Non-custodial Β· Your keys, always
#ai-security#copyright#generative-ai#music-generation#vulnerability#phonetic-attacks#content-protection#model-safety
Read Original βvia arXiv β CS AI
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