AIBearisharXiv – CS AI · May 77/10
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From Beats to Breaches:How Offensive AI Infers Sensitive User Information from Playlists
Researchers demonstrate that machine learning models can infer sensitive personal information like age, gender, location, and personality traits from public music playlists with high accuracy. The study introduces musicPIIrate, an offensive AI tool using deep learning and graph neural networks, alongside JamShield, a defensive framework that injects dummy playlists to obscure identifying signals and reduce inference accuracy by 10% on average.
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