Attack  ·  Glossary

Supply-Chain Attack (AI Ecosystem)

An attack that compromises an AI developer's development tools, package repositories (npm, PyPI), CI/CD pipelines, or IDE plugins to inject malicious code, steal credentials, or tamper with AI configurations. Unlike attacks on production systems, supply-chain attacks hit developers before code even reaches deployment.
AI developers are high-value targets: their credentials unlock frontier models, cloud infrastructure, and proprietary training data. A single compromised developer can become the entry point for attackers to compromise entire organizations or inject poisoned code into production AI pipelines.
References
MITRE ATLAS: Adversarial ML Attack & Defense
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