Malicious AI Models: Risks Across the AI Supply Chain
· Source: wiz.io
In short
Malicious AI models are weaponized artifacts that embed threats directly within model files, exploiting unsafe serialization formats to execute code during loading. These models represent a significant supply chain risk as they bypass traditional security controls and leverage trust in public model repositories. Effective defense requires AI-aware scanning combined with cloud context, focusing on model provenance, loading paths, and execution context rather than just model behavior.
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Tags: security, supply-chain, models, cloud, vulnerability, governance