AI development pipeline attacks expand CISOs’ software supply chain risk

AI development pipeline attacks expand CISOs’ software supply chain risk AI development pipeline attacks expand CISOs’ software supply chain risk

“AI components — e.g., LLM, RAG — are embedded in the software supply chain, making them a new frontier for sophisticated attacks,” Garraghan told CSO. “As OWASP LLM 03:2025 points out, LLMs frequently integrate with external APIs and data sources, introducing significant risks through these dependencies.”

Simply encouraging secure coding practices, however, is not enough.

“CISOs must adopt a proactive security posture that includes continuous AI application testing, software bill of materials transparency, and automated threat detection across the AI development lifecycle,” Garraghan advised.

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