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When You Consume AI, You Inherit Every Upstream Risk You Can't SeeMost enterprises don't build AI, they consume it through APIs, open-source models and orchestration frameworks. Each layer inherits upstream risk with little visibility. This piece maps the four-layer AI supply chain and the existing security disciplines that bring it under control.

Trend Micro Research, News and Perspectives 3 months, 3 weeks ago

Your AI Gateway Was a Backdoor: Inside the LiteLLM Supply Chain Compromise

TeamPCP orchestrated one of the most sophisticated multi-ecosystem supply chain campaigns publicly documented to date that cascaded through developer tooling and compromised LiteLLM, exposing how AI proxy services that concentrate API keys and cloud credentials become high-value collateral when supply chain attacks compromise upstream dependencies.

Cybersecurity researchers have disclosed what they say is an active "Shai-Hulud-like" supply chain worm campaign that has leveraged a cluster of at least 19 malicious npm packages to enable credential harvesting and cryptocurrency key theft

Growing Third-Party Breach Trend Is Spreading to AI SuppliersIT organizations have built processes for reducing vendor risk, but in the AI era, that operating model is being dismantled. Modern AI environments are built on dynamic external foundational models, countless APIs, open-source components and continuous data pipelines that pose risks.

Several malicious packages have been uncovered across the npm, Python, and Ruby package repositories that drain funds from cryptocurrency wallets, erase entire codebases after installation, and exfiltrate Telegram API tokens, once again demonstrating the variety of supply chain threats lurking in open-source ecosystems

The recent large scale supply chain attack conducted via multiple CDNs, namely Polyfill.io, BootCDN, Bootcss, and Staticfile that affected up to tens of millions of websites has been traced to a common operator. Researchers discovered a public GitHub repository with leaked API keys helping them draw a conclusion. [...]

With more than 1,500 tokens exposed, research highlights importance of securing supply chains in AI and ML The API tokens of tech giants Meta, Microsoft, Google, VMware, and more have been found exposed on Hugging Face, opening them up to potential supply chain attacks. …