LLMs frequently specify library versions with known CVEs in generated code (36-56% of tasks), show low compatibility (20-63%), and converge on the same risky versions across models.
IEEE Trans
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Correct Code, Vulnerable Dependencies: A Large Scale Measurement Study of LLM-Specified Library Versions
LLMs frequently specify library versions with known CVEs in generated code (36-56% of tasks), show low compatibility (20-63%), and converge on the same risky versions across models.
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Privacy as Permissible Operations: An ABAC Framework for Policy-Law Compliance
APLiance models privacy laws as ABAC rules and privacy policies as implied access requests to determine compliance.