AINeutralarXiv – CS AI · Mar 277/10
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AI Security in the Foundation Model Era: A Comprehensive Survey from a Unified Perspective
Researchers propose a unified framework for AI security threats that categorizes attacks based on four directional interactions between data and models. The comprehensive taxonomy addresses vulnerabilities in foundation models through four categories: data-to-data, data-to-model, model-to-data, and model-to-model attacks.